{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "469f7877",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "         date     open    close     high      low     volume        amount\n",
      "0  2022-01-04  3649.15  3632.33  3651.89  3610.09  405027768  5.102511e+11\n",
      "1  2022-01-05  3628.26  3595.18  3628.26  3583.47  423902029  5.389636e+11\n",
      "2  2022-01-06  3581.22  3586.08  3594.49  3559.88  371540544  4.742843e+11\n"
     ]
    }
   ],
   "source": [
    "import akshare as ak\n",
    "\n",
    "### 股票\n",
    "##### 使用akshare 获取上证指数历史行情\n",
    "stock_zh_index_daily_df = ak.stock_zh_index_daily_em(symbol=\"sh000001\", start_date=\"20220101\", end_date=\"20230101\")\n",
    "print(stock_zh_index_daily_df[:3])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "178137e7",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 导入talib进行计算\n",
    "import talib as ta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "f13f78c5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1600x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 计算均线\n",
    "# 拷贝一份数据出来\n",
    "data_copy = stock_zh_index_daily_df[['close','date']].copy()\n",
    "data_copy['ma5']=ta.SMA(data_copy['close'].values, timeperiod=5)\n",
    "data_copy['ma10']=ta.SMA(data_copy['close'].values, timeperiod=10)\n",
    "data_copy['ma20']=ta.SMA(data_copy['close'].values, timeperiod=20)\n",
    "data_copy['ma30']=ta.SMA(data_copy['close'].values, timeperiod=30)\n",
    "# 对收盘价和布林通道进行展示\n",
    "data_copy[['close','ma5','ma20']].plot(figsize=(16,4),grid = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "a45598e8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1600x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 计算macd\n",
    "# 拷贝一份数据出来\n",
    "data_copy = stock_zh_index_daily_df[['close','date']].copy()\n",
    "data_copy['macd'], data_copy['macdsignal'], data_copy['macdhist'] = ta.MACD(data_copy['close'].values, fastperiod=12, slowperiod=26, signalperiod=9)\n",
    "# 对收盘价和布林通道进行展示\n",
    "data_copy[['macd','macdsignal','macdhist']].plot(figsize=(16,4),grid = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "3378b4e5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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dm0W3P7rx4Z4PSclNsXbIQgghhBBCCCFEmSRJxodY/wYVAFh3Ih6dwWjlaMS9sFHZMLntZF5q8BIAS84sYfDawRxPOm7lyB5Nm6I2YTAZqOlek9UDVhP+dDjzus/jg5AP2PDYBqa0m0I9z3rojDpWXljJiE0jJNEohBBCCCGEEELcgiQZH2Ihge44akykZOvYdT7J2uGIe6RQKHi54ctM7zQdTztPLqddZtiGYXx3+DvZA7CUbbi8AYB+1fpR1aUqSsU/b4kapYaeVXuypNcSFvRYgJedF+dTzjNq0yjS8tKsFbIQQgghhBBCCFEmSZLxIaZWKWniYS76sjIi1srRiKLq4N+BVf1X0SewD0aTkXkn5/Hkmiel+nQpic2M5WjSURQo6F6l+23bKRQKGvs05ufuP+Nh68G5lHOSaBRCCCGEEEIIUSRhYWEoFApSU1Nv22b+/Pm4urresZ+PP/6Yhg0bWn4ePnw4AwYMKJYYH5QkGR9yTb3My6Q3n44nM09v5WhEUbnYuDCp7SSmdpyKu607F9Mu8urWVyWBVQpuzmJs5tsMb3vvu7YPdAnk524/427rzpkbZxizeQzp+eklHaYQQgghhBBCiHKgVatWxMXF4eLiYu1QSkyRkoyzZs2ifv36ODs74+zsTEhICBs2bCjQ5syZM/Tr1w8XFxecnJxo2bIlV69etTyfl5fHa6+9hqenJw4ODvTr14+YmJgCfaSkpDBs2DBcXFxwcXFh2LBhd8z0Psr8HaCqhz25OiMbT8ZbOxxxnzoHdObPfn/i5+hHdEY07+x6B4PRYO2wyrX1l9cD0Ktqr3s+J8gtiDnd5uBq48qp66d4afNLZOuySypEIYQQQgghhBDlhFarxdfXF4VCYe1QSkyRkoyVKlVi8uTJHDp0iEOHDtGpUyf69+/PqVOnALh48SJt2rShZs2ahIWFcezYMT744ANsbW0tfYwbN46VK1eydOlSdu/eTWZmJn369MFg+CehMmTIEI4ePUpoaCihoaEcPXqUYcOGFdMtly8KBfT7uwDMqqPXrByNeBAedh5M7TgVW5Ute67tYcbRGdYOqdy6mHqRyJRI1Eo1XSp3KdK5wW7B/NztZ1xsXDiefJyJeyZiNEnhJSGEEEIIIYR4lHTo0IHXXnuNcePG4ebmho+PDz/99BNZWVk8//zzODk5Ua1aNcvkvFstl54/fz4BAQHY29szcOBArl+/Xug6kydPxsfHBycnJ0aMGEFubu4d4zKZTEyZMoXAwEDs7Oxo0KABf/zxR7He++0UKcnYt29fevXqRXBwMMHBwXzxxRc4Ojqyb98+AN5//3169erFlClTaNSoEYGBgfTu3Rtvb/NSxLS0NObOncs333xDly5daNSoEYsXL+bEiRNs2bIFMM+EDA0N5eeffyYkJISQkBDmzJnD2rVrOXfuXDHffvlwM8m450Iyiel3/ssmyraa7jX5pNUnAPx84mc2RW2yckTl081ZjG0qtsHFpuhT1Wu41+D7jt+jUWrYfGUzMyIkISyEEEIIIYQQxcJkgvws6zxMpiKFumDBAjw9PTlw4ACvvfYaL730Ek888QStWrXiyJEjdO/enWHDhpGdXXgF3P79+3nhhRd4+eWXOXr0KB07duTzzz8v0Gb58uV89NFHfPHFFxw6dIgKFSowc+bMO8Y0ceJEfvnlF2bNmsWpU6d44403eOaZZ9ixY0eR7u1+qO/3RIPBwO+//05WVhYhISEYjUbWrVvH22+/Tffu3YmIiKBq1aq8++67lg0oDx8+jE6no1u3bpZ+KlasSN26dQkPD6d79+7s3bsXFxcXWrRoYWnTsmVLXFxcCA8Pp0aNGreMJy8vj7y8fyrzpqeb90rT6XTodLr7vc0y7eZ9VXDS0DjAlSNXU1kVEcPzrSpbOTLxILr6d+VkzZMsOruIiXsm4u/gT5BrkLXDKjdMJhPrL5mTjN0Cut33+0M993p80PwDPtz3IXNOzCHAMYDeVXsXaHOz7/L6HiREeSDjVIiyT8apEGWfjFPxIHQ6HSaTCaPRiNFohPwslJMrWSUW4/9iQOtwz+0bNGjAe++9B8A777zD5MmT8fDwYMSIEYA54Tdr1iyOHj1qvjew3OfUqVPp1q0bb7/9NgCvvvoqe/bsYePGjZa2U6dO5fnnn+eFF14A4NNPP2XLli3k5uZa2phMJsvrl5WVxbfffsuWLVsICQkBoEqVKuzatYuffvqJWbNmWdoWuG+jEZPJhE6nQ6VSFXiuKOO6yEnGEydOEBISQm5uLo6OjqxcuZLatWsTHx9PZmYmkydP5vPPP+fLL78kNDSUQYMGsX37dtq3b098fDxarRY3N7cCffr4+BAfb95PMD4+3jLz8d+8vb0tbW5l0qRJfPLJJ4WOb9q0CXt7+6Le5kNl8+bNBKoUHEHFwp1n8Uk9VezXSM+HVVeUhHibqO5StMy+KLogUxCB6kAu6S/xYuiLPOvwLJ4qT2uHVS7E6GOIyYxBg4bcU7msP73+vvtSoqSdTTt25u3k470fE30imgB1QKF2mzdvfpCQhRClQMapEGWfjFMhyj4Zp+J+qNVqfH19yczMJD8/H3TZuFoplvSMDNDcW30EvV5PzZo1LZPcANzc3KhevbrlmJ2dHQBRUVE4OzsDkJGRgVKp5NSpU/Tp06fA+Y0aNSI0NNRy7PTp0zz77LMF2jRu3Jhdu3YVmFyn1+tJT0/nyJEj5Obm0r179wKx5ufnU79+fcv1/ys/P5+cnBx27tyJXl+wqPCtZmHeTpGTjDVq1ODo0aOkpqayYsUKnnvuOXbs2GEpsd2/f3/eeOMNABo2bEh4eDg//vgj7du3v22fJpOpwMaXt9oE879t/uvdd9/lzTfftPycnp6Ov78/3bp1s/xBljc6nY7NmzfTtWtXWuabWDVlBzFZoPNrRP+/l1Dfi+uZeZyKy6BtkMdtX+OP1pzmcHIMWWonXn86pLhuQdxBm9w2DNs4jNisWH7M/pE3G7/JY0GPletNYkvD14e/hnPQqXInBrQe8MD99TD14K1db7E9Zjt/6P9gYeeFVHSoCBQcoxqN5oGvJYQofjJOhSj7ZJwKUfbJOBUPIjc3l+joaBwdHc01PUxO5hmFVuCssTcXv7gHarUaBweHAjknlUqFk5NToTyUra2tZQLczeeVSiU2NjYF2tra2qJQKCzHFAoFtra2BdpotVpUKpXlmEajQa1W4+zsbElqrlmzBj8/vwIxaLVay/X/m1fIzc3Fzs6Odu3aFairAhRIcN71Nbnnlv8KKijIvHSzadOmHDx4kGnTpjF9+nTUajW1a9cu0L5WrVrs3r0bAF9fX/Lz80lJSSkwmzExMZFWrVpZ2iQkJBS6blJSEj4+PreNy8bGBhsbm0LHNRpNuX+T02g0+Nhr6N/QjxVHYpjwxwnCIpP5rH9d3By0dzz3WmoOg2cf4FpqDl89Xp8nmvoXapOSlc+fEbEAnI3PID5Dh797+Z4dWhZ4a7xZ0HMBE3dPZH/8fv7v4P+xM3Ynn7b6FC97L2uH91AyGA1svmr+drV3YO9ie2+Y3G4yz4U+x9kbZ3l1+6v83O1nfBz+eb96FN6HhHjYyTgVouyTcSpE2SfjVNwPg8GAQqFAqVSiVP5dOkTlZN2g7tHNuO927N/3dvP3tWvXZv/+/QXa7t+/39IGzDm1AwcOMHz48Nu2USgUlmvWrVsXGxsbYmJi6NixY4EYjEYj6enpt41PoVDccgwXZUwXqfDLrZhMJvLy8tBqtTRr1qxQcZbIyEgqVzbvEdikSRM0Gk2BKdRxcXGcPHnSkmQMCQkhLS2NAwcOWNrs37+ftLQ0Sxtxa5Mfq8frnaujUipYezyOblN3su1s4YTtTYkZuQyds49rqTkATNt6nnx94Sq5vx64Sq7un+MbT91+2booXr4OvvzU7SfebvY2WqWW3dd2M2j1IBafXkxkSqRUNS6iwwmHScpJwknrRGu/1sXWr73GnumdpuPr4EtUehTDQ4dzLVOqvQshhBBCCCGEuLWxY8cSGhrKlClTiIyMZMaMGYSGhhZo8/rrrzNv3jzmzZtHZGQkH330EadO3X6LPCcnJyZMmMAbb7zBggULuHjxIhEREfzwww8sWLCgpG+paEnG9957j127dhEVFcWJEyd4//33CQsLY+jQoQC89dZbLFu2jDlz5nDhwgVmzJjBmjVrePnllwFwcXFhxIgRjB8/nq1btxIREcEzzzxDvXr16NKlC2DO0vbo0YNRo0axb98+9u3bx6hRo+jTp89ti74IM41KyRtdg1n5ciuCvB1JysjjhfmHeGPZUaKSswq0TcnKZ9jPB4i6no2fqx2ejjbEpOTw++HoAu3y9UYWhEcB0DjAFYBNp26fuBTFT6lQMqz2MJb1WUYt91qk5qXy5cEveWz1Y7RZ2oZXtr7Czyd+Jj5Lkr93km/IZ/bx2QB0rdwVrerOs3yLytfBlwU9FlDJsRIxmTEMDx3O1fSrxXoNIYQQQgghhBDlQ8uWLfn555+ZPn06DRs2ZNOmTUycOLFAmyeffJIPP/yQd955hyZNmnDlyhVeeumlO/b72Wef8eGHHzJp0iRq1apF9+7dWbNmDVWrVi3J2wFAYTLde33uESNGsHXrVuLi4nBxcaF+/fq88847dO3a1dJm3rx5TJo0iZiYGGrUqMEnn3xC//79Lc/n5uby1ltv8euvv5KTk0Pnzp2ZOXMm/v7/LNO9ceMGY8eOZfXq1QD069ePGTNmWPZ9vBfp6em4uLiQlpZWrvdkXL9+Pb169So0fTVXZ+DrjeeYu+cyJhOolAr6N6zIKx2D8HKyYeic/Zy4loaPsw3Lx4Sw7Wwin6w5TQUXW7ZP6ICtxlxN6M8jMby5/BjeTuZ2Hb4OQ6GAg+93wdOx8PJ0UbJ0Bh2/nf2NXdd2cSzpGDn6HMtzaqWaAUEDGFF3BJWcrFOJq6zSGXWMDxvP9ujt2KntWNRzETXcS+ZLi4SsBEZtHsXltMt42noyRDOE4X2Hy7IRIcqoO/1bKoQoG2ScClH2yTgVDyI3N5fLly9TtWrVQvsBiuJzc7n0zf0g/+1OfwZFya8VKcn4MHnUk4w3HY1OZeqWSMLOJQGgVEAFFzuupebg7qBl+ZiWBHk7kasz0PHrMOLScvm4b22Gt66KyWSi9/e7OR2Xzlvda/BKxyD6TN/FyWvpTB5Uj6eaF66iK0qP3qjnXMo5IhIi2HJ1C4cTDgOgUqjoE9iHkfVGUsWlinWDLAMMRgPv7nqXDVEb0Cq1/NDlB1pWaFmi17yec53Rm0cTmRKJvcKehb0WUsNTZmILURbJhyIhyj4Zp0KUfTJOxYOQJGPpKI0k4wPvySjKtob+rsx/vjl/vdKaLrV8MJrMxV6cbdUsGtGcIG/zZqq2GhWvdDQX9Pkh7CK5OgP7Lt3gdFw6tholQ1uYE4rda/sCsi9jWaBWqqnjUYdnaj/D/B7zWdBjAa0qtsJgMvDXxb8YuHogO2N2WjtMqzKajHyy9xM2RG1ArVTzXcfvSjzBCOBh58G87vOo7V6bbFM2E8MnojPqSvy6QgghhBBCCCGEtUiS8RHRwN+Vn59ryrqxbRjTLpDfRrekTkWXAm0GN/XHz9WOpIw8Fu+7wtzdlwB4vEklXO3N+9d1r2tOMu65cJ3MPH3p3oS4o8Y+jZnddTa/9vqVFhVaoDfqmbBjAqevn7Z2aKXKaDKSnJPMyeSTfLbvM1ZeWIlSoWRKuym0q9Su1OJwsXFhWvtp2CnsOJtylnkn5pXatYUQQgghhBBCiNKmtnYAonTVqehSKLl4k1atZGznIN5ZcYLvt54nPdecRHyh9T+bg1b3dqSKhz1R17MJO5dIn/oV7ysOg9GESqm4r3PFndXzqseszrN4eevL7IvbxytbX2FJryVUdLy/P6uyLjknmZ0xO9kRvYPIlEgSshMKzBpUoODz1p/TtXLXO/RSMjzsPOhj14ffs3/nx+M/0jGgI8FuwaUehxBCCCGEEEIIUdJkJqMoYFDjSlT2sLckGDvX9CbQy9HyvEKhoHudm0um76/K9Ixt56n38Ubm7b784AGLW9KoNHzb4Vuqu1UnOSeZl7a8RFpemrXDKjbp+en8dPwnhqwbQsflHfko/CO2RW8jJjMGnVGHAgXe9t408GrAlHZT6Futr9Vira+pT4dKHdAb9UzcLcumhRBCCCGEEEKUTzKTURSgUSl5vXN13lx+DIARbQuXOO9Wx5fZOy+x/WwieXoDNmrVPfeflJHH9G0XyNMb+XTtaWJTc3ivVy2UMqux2DlpnZjZeSZD1w/lUtol3gh7gx+7/IhWpbV2aA/EaDLy6tZXiUiMsByr41GH9v7taebTjIqOFfGy90KjLBsbTisUCt5t9i5HEo9w5sYZ5p+cz6j6o6wdlhBCCCGEEEIIUaxkJqMopH9DPwY18mNIiwBCAj0KPd/I3xVvJxsy8/SEX7xepL5/2XOZPL0RT0dzouvn3Zd57bcIcnWGYoldFOTr4MvMzjNx0DhwMP4g7+9+/6GfSffXhb+ISIzATm3HRyEfsfWJrSzts5SXGrxEU9+mVHSsWGYSjDd52Xnxv+b/A2DmsZmcTzlv5YiEEEIIIYQQQojiJUlGUYhKqeDbJxvyfwProVAUnmGoVCroWtsHgE1FqDKdnqtj0d4rAHwxsB7TnmqIRqVg3Yk4hs3dT2p2fvHcgCighnsNvm3/LWqFmtCoUMZtH0eOPsfaYd2X1NxUvj38LQCvNHyFx4Mfx9ve28pR3Zs+gX0sy6Y/2PMBufpca4ckhBBCCCGEEEIUG0kyivtyc1/GzacTMBhN93TOkn1XycjTU93bka61fOjf0I8FLzTHyVbNwagUuny7g9d+i2BBeBSnYtPuuV9xd638WjG141RsVDbsjNnJ6E2jH8o9Gr878h2pealUd6vOkFpDrB1OkSgUCj4I+QAnrROnrp9izOYxpOenWzssIYQQQgghhBCiWEiSUdyXloEeONmqSc7M58jVlLu2z9UZmPt3oZcX21ez7MHYqponf7zYCj9XO5Iz81lzLJaPVp+i9/e7afjJJhbujSrJ23iktPdvz09df8JJ68TRpKMMDx1OQtb9Fe+xhojECP48/ycAH7T8oMwtib4X3vbeTO80HSeNE0cSjzA8dDiJ2YnWDksIIYQQQgghhHhgkmQU90WrVlqWTP95JOau7X8/HENyZh5+rnb0a1ixwHM1fJ3YOr49v41qyfiuwbQL9sLRRk1Gnp6vNp4jO19fIvfwKGrs05j5PebjbefNhdQLDNswjKi0KGuHdVd6o57P9n0GwMCggTTybmTliO5fE58m/NLjF7zsvDifcp5h6x+OPwMhhBBCCCGEEOJOJMko7tvgpv4ArD4aS1be7ROBeoORn3ZeBGBU26poVIX/2tlqVIRU8+C1ztVZ+EJzjn7Ylcoe9mTk6llzLLZkbuARFewWzMJeC6niXIW4rDhe3PIiN3JvWDusO1pyZgnnU87jYuPCG03esHY4D6yGew0W9lxIZefKxGbF8uyGZzmVfMraYQkhhBBCCCGEeMjl51uv3oUkGcV9a1HVnaqeDmTlG1h7/PaJwHUn4oi+kYOHg5YnmwXcU99qlZIhzc1tF++7Wizxin/4Ofoxv8d8KjlW4lrmNcZtH0e+oWwW3knISmDm0ZkAvNnkTdxs3awcUfGo5FSJBT0WUNujNil5Kby45UViMyWhLoQQQgghhBAPgypVqjB16tQCxxo2bMjHH38MmPflnzVrFj179sTOzo6qVavy+++/W9pGRUWhUChYunQprVq1wtbWljp16hAWFlagz9OnT9OrVy8cHR3x8fFh2LBhJCcnW57v0KEDr776Km+++Saenp507dq1pG75riTJKO6bQqHgyWbm2YxLD0bfso3JZGJWmHkW4/Otq2CnVd1z/0809UerVnLiWhrHolMfOF5RkIedBz90/gEnjRMRiRF8FP4RJlPZK7bzy6lfyNZn08CrAQOCBlg7nGLlYefBvO7zqO1Rm9S81Ie68rcQQgghhBBCFAeTyUS2Ltsqj+L+TPzBBx/w2GOPcezYMZ555hmefvppzpw5U6DNW2+9xfjx44mIiKBVq1b069eP69evAxAXF0f79u1p2LAhhw4dIjQ0lISEBAYPHlygjwULFqBWq9mzZw+zZ88u1nsoCrXVrizKhUGN/fh64zkirqZyLj6DGr5OBZ5ffyKes/EZONqoGRZSpUh9uzto6V2vAisjrrF43xUa+LsWX+ACgEDXQL7p8A0vbXmJtZfWUsW5CmMajLF2WBYpuSmsiFwBwCsNX0GpKH/fizhoHJjaYSpPrXuKMzfO8MneT5jUZhIKhcLaoQkhhBBCCCFEqcvR59Di1xZWufb+Ifux19gXW39PPPEEI0eOBOCzzz5j8+bNTJ8+nZkzZ1ravPrqqzz22GMAzJo1i9DQUObOncvbb7/NrFmzaNy4Mf/3f/9naT9v3jz8/f2JjIwkODgYgKCgIKZMmVJscd+v8veJXZQqbydbOtfyBmDpwYLLmlOz8/lotXmfuRfaVMXFrujVgJ9paV4yveZ4LGnZugeMVtxKSMUQ3mvxHgAzjs4gNCrUyhH949ezv5JryKW2R21aVmhp7XBKTAXHCnzd/mtUChXrLq1j8ZnF1g5JCCGEEEIIIcQDCgkJKfTzf2cy/ruNWq2madOmljaHDx9m+/btODo6Wh41a9YE4OLFi5bzmjZtWlK3UCQyk1E8sKeaB7DxVAIrI67xTo+a2GrMS6I/W3uG5Mw8grwdeaVjtfvqu3GAGzV9nTgbn8EfR2IY0aZqcYYu/ja4xmCi0qNYdHoRE3dPJFefS/9q/a06my5bl82vZ34FYETdEeV+Zl8z32a81ewtJh+YzDeHvqGGWw2aV2hu7bCEEEIIIYQQolTZqe3YP2S/1a59r5RKZaHl1Trd3SdH3ctn25ttjEYjffv25csvvyzUpkKFCpbfOzg43LXP0iAzGcUDa1fdiwoutqRm69h0OgGAsHOJrDgSg0IBXz5WHxv1ve/F+G8KhYKhLSsDsGT/ldLfM7AM7lFYUsY3GU8n/07kGfL4YM8HjN8xntTcVKvF80fkH6Tnp1PZuTKdAzpbLY7SNKTmEPpV64fBZGD8jvFSCEYIIYQQQgjxyFEoFNhr7K3yKMrkFi8vL+Li4iw/p6enc/ny5QJt9u3bV+jnmzMRb9VGr9dz+PBhS5vGjRtz6tQpqlSpQlBQUIFHWUks/pskGcUDUykVPNH07wIwB66SkavjvT9PAPB8q6o0qfxg1YAHNvLDQaviUlIWey9ef+B471ncMfilFySfL71rWpFKqeLbDt/yeuPXUSvUbL6ymcdWP0Z4bHipx6Iz6FhwegEAz9d5HpXy/pLUDxuFQsEHLT+wFIL5ZO8nZbIYjxBCCCGEEEI86jp16sSiRYvYtWsXJ0+e5LnnnkOlKvjZ9ffff2fevHlERkby0UcfceDAAV599dUCbX744QdWrlzJ2bNneeWVV0hJSeGFF14A4JVXXuHGjRs8/fTTHDhwgEuXLrFp0yZeeOEFDAZDqd3rvZIkoygWg5tWQqGA8IvXeWPZUWLTcglwt2dC9+AH7tvRRs2ARn4ALN5/5YH7u2cb/gdXw+HHNrD3BzCWvQFc3FRKFSPrjWRx78VUca5CYk4iYzaP4auDX6Ezlt6emGsvrSUxOxEvOy/6VutbatctC2zVtnzV7iu0Si3hseFsjNpo7ZCEEEIIIYQQQvzHu+++S7t27ejTpw+9evViwIABVKtWcKu4Tz75hKVLl1K/fn0WLFjAkiVLqF27doE2kydP5ssvv6RBgwbs2rWLv/76C09PTwAqVqzInj17MBgMdO/enbp16/L666/j4uKCUln2UnqyJ6MoFpXc7Glb3YudkUlsOZMIwORB9bDXFs9fsWdaVmbJ/qtsOpXAu38eJy4tl9jUHOJSc6nm7cjyMSFo1cU8wB6bA6tfg4vbYON7cGYNDJgJ7oHFe50yqI5HHZb3Xc43h75h2bllLDy9kBPJJ/im/Td42Xvd8VydQceF1Aucvn6aPEMeHnYeeNp5Wh4OmjtP6TaajMw7OQ+AZ2s/i1alLbb7elgEOAcwqv4ofjj6A18e/JLWfq1x0jrd/UQhhBBCCCGEEKXC2dmZZcuWFTj23HPPFfi5YsWKbNq06Y791KpVq9Cy6n+rXr06f/75522fDwsLu3uwpUSSjKLYPNXMn52RSQA83dyfVkGexdZ3rQrONKnsxuErKfx2ILrAc0ejU4lMyKCun0uxXQ8Al0rwzJ9weD5smghX98Ks1tD5Q2gyHDT3viHsw8hObcfElhNpVbEV7+9+n4jECJ5Y8wRft/+apr7/VK7K1mWzJ3YP++P2cyr5FJEpkeQb82/ZpwIFw2oPY0LTCbfd62L71e1EpUfhpHXiiRpPlMi9PQxeqPsC6y6tIyo9iu+PfM/7Ld+3dkhCCCGEEEIIIcRtSZJRFJsutXyo4eOE3mjk3V61ir3/SYPqsXjfFdzstVR0taWiqx2TN5zlVGw6Udezij/JCKBQQNPnoVon+OsViNoFof+DHVPMicZmI8HFr/ivW4Z0CujE0j5LeSPsDc6nnGfkppGMbTwWZ60z26O3sy92X6GkopPWiToedXDSOnE95zrXc6+TnJNMli6LhacX4mbrxsh6IwtdK1efy+zjswF4uubTd531WJ5pVVomtpzIyE0jWXZuGf2D+lPXs661wxJCCCGEEEIIIW5Jkoyi2GjVSkLHtcVoMheDKW7BPk582r9gkmVVRKw5yZicVezXK8CtMjy7Go7Mh13fQdpV2P0t7JkGtftDsxFQubU5KVkOVXauzOKei/l036esu7SO7w5/V+B5fyd/2ldqTwOvBtTxqEMlp0q3nKm45MwSJh+YzLQj0/B18KVPYB/LczdybzB221jO3DiDndqOITWHlPh9lXUtKrSgT2Af1l5ay6d7P+XX3r+iVsrbthBCCCGEEEKUdXcr4lmlSpVyV+hTPq2KYqVQKFCVYp4t0Ms80+1SSScZAZRKaPoCNH4Ozq2HfT/Cld1w6k/zw60KNBwKDZ4C14CSj6eU2WvsmdRmEg28GjDtyDQCXQLp6N+Rjv4dqeZa7bbLn/9taK2hxGbGsvD0Qj7Y8wHedt40r9CcK+lXeGnLS0RnROOkdWJax2l42HmUwl2VfeObjmdHzA7O3DjDsnPLGFprqLVDEkIIIYQQQgghCilSpYxZs2ZRv359nJ2dcXZ2JiQkhA0bNlieHz58OAqFosCjZcuWBfrIy8vjtddew9PTEwcHB/r160dMTEyBNikpKQwbNgwXFxdcXFwYNmwYqamp93+Xotyq4mFOMpb4TMZ/U6qgVl94fh2M2QWNnwWtI6REwfYvYGo9WNAXTq8udxWpFQoFT9d8mn1D9vFr718ZVX8UQW5B95RgvGl80/F0rdwVvVHPuO3jWHl+Jc+sf4bojGj8HP1Y3HMxzXybleBdPFw87TwZ13gcANMjppOck2zdgIQQQgghhBBCiFsoUpKxUqVKTJ48mUOHDnHo0CE6depE//79OXXqlKVNjx49iIuLszzWr19foI9x48axcuVKli5dyu7du8nMzKRPnz4YDP8kY4YMGcLRo0cJDQ0lNDSUo0ePMmzYsAe8VVEeVfU0Jxkvl2aS8d8q1Id+02FCJAycDVXbmY9f3gnLh8H3DSF8BuSmWSe+MkipUDKp7SQaeTciQ5fBh+EfkpqXSh2POizutZhA1/JfvbuoHg9+nNoetcnSZfF75O/WDkcIIYQQQgghhCikSEnGvn370qtXL4KDgwkODuaLL77A0dGxQKltGxsbfH19LQ93d3fLc2lpacydO5dvvvmGLl260KhRIxYvXsyJEyfYsmULAGfOnCE0NJSff/6ZkJAQQkJCmDNnDmvXruXcuXPFdNuivKjiaQ9ASraO1OxbVzQuFVoH8zLp59bA68eh7Xiwc4fUq7Dpffi2NoS+C9k3rBdjGWKjsuH7jt9TxbkKAB38OzCv+zw87YqvInl5olQoebb2swD8fu53dAadlSMSQgghhBBCCCEKKlKS8d8MBgNLly4lKyuLkJAQy/GwsDC8vb0JDg5m1KhRJCYmWp47fPgwOp2Obt26WY5VrFiRunXrEh4eDsDevXtxcXGhRYsWljYtW7bExcXF0kaIm+y1anycbQArzmb8L7fK0PlDePM09P0evGpBfibsmwkzmsGxpVDONne9H662rizutZjZXWYztcNU7DX21g6pTOtWuRuedp4k5SSx5eoWa4cjhBBCCCGEEEIUUOTCLydOnCAkJITc3FwcHR1ZuXIltWvXBqBnz5488cQTVK5cmcuXL/PBBx/QqVMnDh8+jI2NDfHx8Wi1Wtzc3Ar06ePjQ3x8PADx8fF4e3sXuq63t7elza3k5eWRl5dn+Tk9PR0AnU6HTlc+Z/3cvK/yen/3qoqHPQnpeVxMSKduBUdrh/Mvaqg/BOo9jeLSdlRbPkCRfA5WjsF4ZBGGnl+BR3VrB2lV9kp7mnk3w2gwYjQYrR1OsSvuMfpY0GPMPjGbJaeX0KVSl2LpU4hHnfxbKkTZJ+NUiLJPxql4EDqdDpPJhNFoxGgsf58Ly4qblaxvvtb/ZjQaMZlM6HQ6VCpVgeeKMq6LnGSsUaMGR48eJTU1lRUrVvDcc8+xY8cOateuzZNPPmlpV7duXZo2bUrlypVZt24dgwYNum2fJpOpQOGIWxWR+G+b/5o0aRKffPJJoeObNm3C3r58z5DavHmztUOwKmWWElCyed9xNLFHrR3ObSn83iFIs4Hg+L9QX9mNaXZbLnl15ZJ3D3I1bnfvQDy0imuMuhpdUaHiWPIx5qyeg5/ar1j6FULIv6VCPAxknApR9sk4FfdDrVbj6+tLZmYm+flW3AatiPr06UO9evWYNGmStUMpkoyMjELH8vPzycnJYefOnej1+gLPZWdn33PfRU4yarVagoKCAGjatCkHDx5k2rRpzJ49u1DbChUqULlyZc6fPw+Ar68v+fn5pKSkFJjNmJiYSKtWrSxtEhISCvWVlJSEj4/PbeN69913efPNNy0/p6en4+/vT7du3XB2di7qbT4UdDodmzdvpmvXrmg0GmuHYzWxu6PYuzEStXtFevWqb+1w7qIfptT/YQx9B9XFLVRP3EBQ8hZMdR/H0OJl8K5V5B6NRhMHr6SQrzeiUChQKUGpUODjbGOpvi2soyTG6PE9x9lwZQMxXjGMChlVLH0K8SiTf0uFKPtknApR9sk4FQ8iNzeX6OhoHB0dsbW1tXY490ytVqPVah+anJPJZCIjIwMnJ6dCk/hyc3Oxs7OjXbt2hf4Mbq4UvhdFTjLeKsh/L1P+t+vXrxMdHU2FChUAaNKkCRqNhs2bNzN48GAA4uLiOHnyJFOmTAEgJCSEtLQ0Dhw4QPPmzQHYv38/aWlplkTkrdjY2GBjY1PouEajKfdvco/CPd5JNW8nAK7cyH44XgevIHjmDzi/CXZPRXE1HMXx31Ae/w2CukLbN6Hy7f+u/9fULZFM3XK+0HGFAla93JoG/q63PC8xPZevN53juVZVqFPR5X7vBoDjMamEnoynTXVPWlT1QKW8/azjR1FxjtGhdYay4coGNl7ZyITmE3C3db/7SUKIu3rU/y0V4mEg41SIsk/GqbgfBoMBhUKBUqlEqbzv0iFWcTNua9PpdHcdezeXSN8qZqVSiUKhuOUYLsqYLtIr8d5777Fr1y6ioqI4ceIE77//PmFhYQwdOpTMzEwmTJjA3r17iYqKIiwsjL59++Lp6cnAgQMBcHFxYcSIEYwfP56tW7cSERHBM888Q7169ejSxby/WK1atejRowejRo1i37597Nu3j1GjRtGnTx9q1KhRlHDFIyLQyzxbLyo527LHgLWYTCb2X7rOd5sjScq4dfIdMGcAg7vDCxtg5Fao3R8USriwGX7pCfP7wOVdd71e9I1sZoZdBCDYx5Gavk4E+zji6ajFZIKFe6/c9tyvNp5j+aEYvtscWeT7/Lc8vYEXFx1mZthFhszZT8ikrXy65jRHo1Ot/udRHtX3rE9dj7rkG/NZEbnC2uEIIYQQQgghxCMvJSWFZ599Fjc3N+zt7enZs6dlVa/JZMLLy4sVK/75/NawYcMC9Uj27t2LRqMhMzMTgLS0NEaPHo23tzfOzs506tSJY8eOWdp//PHHNGzYkHnz5hEYGIiNjU2Z+PxdpJmMCQkJDBs2jLi4OFxcXKhfvz6hoaF07dqVnJwcTpw4wcKFC0lNTaVChQp07NiRZcuW4eTkZOnju+++Q61WM3jwYHJycujcuTPz588vsLHkkiVLGDt2rKUKdb9+/ZgxY0Yx3bIob/zd7VEqIDNPT3JmPl5OhWe0ljSdwcj6E3HM3X2Z4zFpAEREp7Lg+WZ33EsUgEpNYfBCuHEJ9kyDiCUQtcv8qNwa2o6HwA6gVBU69Yt1Z8jXG2lVzYMlI1tYrhVxNYWBM8NZezyWD/vUxsW+4DcPKVn5rD4WC8CRq6l33fP0Tn4/FENsWi5OtmoUQGJGHvP2XGbensv4OtvSpIobzSq70bSKOzV9nVCrrP8tz8NMoVAwpNYQ3tv9HsvOLWN43eFolPJtsRBCCCGEEKJ8MJlMmHJyrHJthZ3dfX02Hj58OOfPn2f16tU4Ozvzzjvv0KtXL06fPo1Go6Fdu3aEhYXx2GOPkZKSwunTp3FwcOD06dPUrl2bsLAwmjRpgqOjIyaTid69e+Pu7s769etxcXFh9uzZdO7cmcjISNzdzavZLly4wPLly1mxYkWhYi3WUqQk49y5c2/7nJ2dHRs3brxrH7a2tkyfPp3p06ffto27uzuLFy8uSmjiEWajVuHnZkf0jRwuJ2eVapLRZDKxeN8VZoVdJDYt9+94lBhNJnZGJrHtbCKda91+L9EC3AOh7zRoOwF2fwcRi+DKHvPDwRtq9THPeKzcBlRqdp9PJvRUPCqlgo/61inwRtjQ35Wavk6cjc9g1dFrPNeqSoFL/XE4hjy9ear0jax8oq5nU9Wz6Ps35ukN/LD9AgATutXgqeb+7IxMZvWxWLacTiA+PZd1x+NYdzwOAAetio/61mFwM/8iX0v8o3uV7nx96GsSshPYdnUb3at0t3ZIQgghhBBCCFEsTDk5nGvcxCrXrnHkMIoiFg++mVzcs2ePZZu/JUuW4O/vz6pVq3jiiSfo0KEDP/30EwA7d+6kQYMGBAQEEBYWZkkydujQAYDt27dz4sQJEhMTLdsCfv3116xatYo//viD0aNHA+ZiLYsWLcLLy6uY7v7ByZQiUS7cLHASlZxVqtcNPRnPB3+dIjYtF09HLW92DSb8f514oU1VAD5be5o8vaFonbr6Q59vYexRaD4GbF0gKxEOzYOF/eHr6hh/fYrry1/jRdVqvgw+R438U5CTaulCoVDwdPMAAH47cLXAtGmj0cTi/eZl1Oq/9048fCXlvu5/+aEY4tJy8XW25clm/tioVXSt7cP0pxtx5IOu/DqqBeO7BtM+2AsnWzVZ+Qa+3nQOncF4X9cTZlqVlseDHwfgt7O/WTkaIYQQQgghhHh0nTlzBrVaTYsWLSzHPDw8qFGjBmfOnAGgQ4cOnDp1iuTkZHbs2EGHDh3o0KEDO3bsQK/XEx4eTvv27QE4fPgwmZmZeHh44OjoaHlcvnyZixcvWq5RuXLlMpVghGIo/CJEWVDV04Fd55O5VIpJRpPJxPfbzLP4nmkZwMTetbHVmKcov9apOn8euUbU9Wzm74liTPtqRb+Aix/0mgLdPoeonXD6Lzi7DrKvo4zcQH+gvwaIAub9fY5rZahQH3wb8Jh3Iyar4Wx8BhHRqTQOMFd033k+iSvXs3GyVTOgoR+L9l3h8JUUHm9SqUjh5ekNzPx7FuPLHatZ7v0mO62KVtU8aVXNE8C8rHvyVhIz8th2NpHudXyL/poIi8HBg/n5xM8cTjhMVFoUVVyqWDskIYQQQgghhHhgCjs7ahw5bLVrF9Xt9kL897ZkdevWxcPDgx07drBjxw4+/fRT/P39+eKLLzh48CA5OTm0adMGMBdoqVChAmFhYYX6dHV1tfzewaHoqxFLmiQZRblwc6lvac5k3HomkTNx6ThoVUzoVqNAks3RRs3b3Wvw1h/Hmb7tAgMb++HtZHuH3u5ArYWgLuZH7+9IjdzF9GVrcdcn0ivASFVNCqRcgfQYSL1ifpxZgyOw264CP2Z3ZNUeZxoHtAVg0d/FYJ5o4k/zqm4s2neFiKtFn8m4/GC0ZRbj4KZ3X/6sVSt5vIk/P+64yG8HrkqS8QH5OPjQxq8NO2N2surCKsY1GWftkIQQQgghhBDigSkUiiIvWbam2rVro9fr2b9/v2W59PXr14mMjKRWrVqA+Z7atWvHX3/9xcmTJ2nbti1OTk7odDp+/PFHGjdubKln0rhxY+Lj41Gr1VSpUsVat3VfZLm0KBeq/J1kvFxKSUaTycT0beZKUcNCquBqry3U5rHGlWhQyYXMPD1fhZ4rlmsmZuv55Lgbc3M7scFnNAEjF8Pz6+HNU/D2ZXh2tXnmY73BYOuKhy6O9zW/8u7ZQeSvfIWEk2HsPGcu+PJMywDL7MZzCRmk5+ruOZZcnYEftpunab9yi1mMt/PU33sx7ohMIiYluyi3L25hYNBAAFZfXI3eqLdyNEIIIYQQQgjx6KlevTr9+/dn1KhR7N69m2PHjvHMM8/g5+dH//79Le06dOjAr7/+Sv369XF2drYkHpcsWWLZjxGgS5cuhISEMGDAADZu3EhUVBTh4eFMnDiRQ4cOWeEO750kGUW5EHhzJuP1LIzGki/bvut8Msdi0rDVKBnZtuot2yiVCj7qVweA3w/HcCw6tcjXOXktjXf/PMETP4bT6LPNNP9iKysjrgHwcd86qJT/qnpl7w6B7aHVa/DYHHjzDKa+33NRWRU7RT7aY4vx+aM/EdrRrHKdSuD5+XhnReLvZovJRJHiW34omvj0XCq42BapiEsVTwdaB3lgMplnQmI0Qs797QcpoH2l9rjZuJGUk0R4bLi1wxFCCCGEEEKIR9Ivv/xCkyZN6NOnDyEhIZhMJtavX49Go7G06dixIwaDoUBCsX379hgMBst+jGCe9bh+/XratWvHCy+8QHBwME899RRRUVH4+NxjYVkrkeXSolzwc7VDrVSQpzcSl56Ln2vR91G4V/+exTikeWU8HW9fzbpxgBuDGvnxZ8Q1Pl5zihUvtkL578TgHcSm5vD0T/vIyPtnhppSAZU9HHg2pDJNq7jfuQOtPYomz7Ezpy3vrFvJy447aKw7jKsik4a5B2DTAQB+swlisrInR6ICaVv97pvGmmcx3tyLMQgb9b3NYrzp6SYVMV7aScC+hZiOH0WRGQ9OFcCviflRqan5V23Z21+irNGoNPSp1odFpxfx5/k/aVepnbVDEkIIIYQQQohHwr/3THRzc2PhwoV3bF+3bt1C+zeOGzeOcePGFWrr5OTE999/z/fff3/Lvj7++GM+/vjjooZc4iTJKMoFtUpJgIc9l5KyiErOKtEk475LNzgYlYJWrWRM+8C7tn+nZ01CT8UTcTWVXReSaR9890SeyWTinRXHycjTU9fPmVFtA6nu7USgl8M9L02+aWDjSkwKrc0LGTVRYKS9Uzxz2+egurILLu+iUt4FZmink7B/Bbi9BQ2GgObW+0dm5el5Y9lREtLzqOhiy+Cm91gsRp9vKV7T++w6+mivgxHI/Pv5jDg4u9b8ALBzg84fQuPnQFm0+33UDAwayKLTi9gRvYPrOdfxsPOwdkhCCCGEEEIIIR5BslxalBtVPUpnX8YZ282zGJ9s6o+P892Lufj8qzDK8oPR93SN3w5Es+t8MjZqJdOeakT/hn7Uruhc5AQjgKu9lt71KgBgQkmzVh1RtRkLQ3+HN0+T0ORNbpgc8dHHwto34LvasGIURCyBtGuWfqJvZPPYrHA2nU5Aq1LySf+6d57FmJ8FZ9fDyhfh6yBY/BgcWYgi+zrZKmeW69szzftz816Sw9dD18+gdn/zrMacFHMsczpBTNnec8LaqrtVp55nPfQmPWsvrbV2OEIIIYQQQgghHlEyk1GUG1VvU/xlVcQ1vtl8jhlPN6aBv+sDXePwlRT2XLiOWqngxQ7V7vm8J5v5Mz88ik2n47memYfHHZZYR9/I5ot1pwF4u0dNqnk5PlDMAE83D2BlxDU0KkXBStD27nj0+oAWBxvQV7+V9922oMmMhRPLzQ8Az2Di3Zsx87wH6TlBeDn58eMzTWhS2Q10ORB3HGKPQOJpSI+F9DjIiC2816KDN9TqA7X6Ee/QkLenhqOMhify7ahYpTVUaW1uZ9DDwZ9h+xcQdxR+7gyNnoEun4KDzNK7lQFBAziRfIKV51fybO1nUSjubUm+EEIIIYQQQghRXCTJKMqNmxWmo/6VZEzMyGXiqpNk5un543DMAycZv99qnsX4WONKRVqSXauCMw0quXAsJo2VEdcY2fbWy6yNRhNv/XGMrHwDzau483yrKg8U703NqrgxeVA9vJxs8HIqmOBUq5QEV/Jl/qUe1Gwzjqd8YuHSdrgUBrERkByJb3IkkwBswWBTEdXexrDhqjmxeKeqxs5+UKsv1OoHAS0tS58DgZaB7uy7dIPlh6IZ1yX4n3NUamj5ItQdBJs/gmO/QsRiuLQDhiwDnzrF8pqUJz2r9mTKwSlcTLvIyeST1POqZ+2QhBBCCCGEEEI8YmS5tCg3bjWT8csN58j8u3BKRPSDVTHeEZnEjsgk1EoFL3e891mMNz3ZLACApQejC232etOifVfYd+kGdhoVXz1R/56LxNyNQqHgqeYBdK5160pUjSu7AnAoOhOqtjXvhzhqG4cGH2ZM/jjm6ntyxbYmJoUKVWasee/E+OPmBKODNwT3hPbvQL8Z8MwKeHkfvHMF3jgFPb80z1L8z96KTzc3vx7LD0ZjuFVFcEdvGDgLXtgE7oGQFg1zu8G50GJ5TcoTJ60TXSt3BWDlhZVWjkYIIYQQQgghiu52n5NFySuu115mMopy42aS8eqNbPQGI8evpbHiSIzl+bNxGeTkG7DTFn1fQ53ByGdrzUuYn2tVhcoeRa983LdBBT5be5oLiZkcuZpCk8oFq0NHJWcxecNZAN7rVfO+rnG/mlR2A+DI1X8Ssfl6I//bEM0FY3OcGw3ihcfro9Blw7XD5iXSrv7mKtDOfnAfy3O71/HFzV5DbFouu+9UECegBYzcCsufhahd8NtT0O1zCHnlvq5bXg0MGsjaS2vZcHkDbzV7Czt1yRU/EkIIIYQQQojiotFoAMjOzsbOTj7HWEN+fj4AKtWDFV6VJKMoN3ydbbFRK8nTG7l6I5uPV58C4PEmldgRmURSRh4nY9NoVsX9Lj0VtnjfFS4kZuLuoGVs5+r3FZ+TrYY+9Svw++EYlh6ILpBkzNUZeOXXI+ToDLSq5sHQFpXv6xr3q5G/Ocl4KSmLlKx83By0/LTzIhcSM/F01DKxd23zPn9aB6jazvx4QLYaFZ1q+rDiSAwRV1PuXHXb3h2GrYR14+HIAtj0PiSfg17fgFr7wLGUB019m+Ln6Me1zGtsubKFvtX6WjskIYR4aOQZ8kjLSyv4yDf/qlVpqehQET8nP/wc/XDQOGAymUjPT+d6znWu514nIz8DW7UtDhoH7NX2OGgc8LDzwEZ1+z2YhRBCCGGmUqlwdXUlMTERAHt7e9lnvgQYjUby8/PJzc1FqVQWOJ6UlIS9vT1q9YOlCSXJKMoNpVJBVU8HzsZn8NXGcxyPScPJRs07PWqSnqNj0+kEjl5NLXKS8UZWPt9tjgRgQrcauNhp7jvGp5r78/vhGNYej+PDvrVxsjX39eFfJzkVm46Hg5ZvBjcotmXS98rNQUuglwOXkrKIiE6hmpcj07ddAGBi79q42N//Pd9JrQpOAJyLz7h7Y5UG+k4Dr5rmJOORhRB7FB6bC17Bdz29vFMqlPQP6s/MozPZcHmDJBmFEOI2TCYT265uY96peSRkJZCen06OPueez3fSOpGrz0Vn1N2xnVappZF3I1pWbEnLCi2p5V4LlfLBZgcIIYQQ5ZWvry+AJdEoip/JZCInJwc7O7tCSVylUklAQMADJ3clySjKlSoe5iTjhpPxALzepTpeTjY0DHBl0+mE+9qX8dvN50jP1VOrgjNPNvO/+wl30DjAjSBvRy4kZrL6WCxDW1Rm2cGrLD8Ug1IB3z/diAou1pke3iTAjUtJWRyKSuGXPVHk6Y20CfKkf8OKJXbNmr7OAJy9lyQjmJdHh7wMntXhz9HmfSFnt4Me/wdNnn/kl093r9ydmUdnsi9uHxn5GThpnawdkhBCWBiMBlLyUriRe4MbuTdwUDtQxaVKqb5XxWTEMOnAJHbG7Cz0nFKhxEXrgovNPw9nrTN5hjyuZV4jNjOW1LxUMvL/+TfLSeuEh60Hzlpncgw5ZOuyydZlk6XLIt+Yz/74/eyP3880puGkdWJkvZE8X+d5mZ0hhBBC/IdCoaBChQp4e3uj0935izxxf3Q6HTt37qRdu3aWJeo3abXaArMb75ckGUW5UtXrn30Mq3s78tzf1ZlvLgc+ejW1SP2diUvn1/1XAfiob21UDzjDUKFQ8FQzfz5fd4ZlB6NpUMmVD/4yL+se360GrYM8H6j/B9Gkshu/H45h8b4rpOfq0aqVfDagbol+EKrha/5gGXU9q2j7ZVbvCi+Fw6qXzJWw174B57dAv+ng4FFi8ZZ1ga6BVHWpyuW0y+yM2UnvwN7WDkkI8YhLzklm6uGp7Lq2i5TcFEwU3lTcw9aDKi5V8Hfyx2gykqXLMifq9FnYqGzo5N+J7lW642V/h2017kJn0DH/1Hx+Ov4TuYZc1Eo1z9d5ns4BnS0JRQeNA0rFnf9znaXLIiErATu1HR52HmhVt96yw2QycTn9Mvti97E/bj8H4g+QkZ/Bd4e/IyYjhvdavIdaKf8NF0IIIf5LpVI98L6A4tZUKhV6vR5bW9tCScbiIv+7EeVK1X8VS/mobx00KvOHhfqVXFAqIDYtl4T0XHycbe/al8lk4tM1pzGaoHe9CrQMLJ7k1aDGlfgy9CzHY9IY/ssB8vVGutTy5qX2Ra9YXZwa/138JT3XXI37lQ5BlmI6JcXLyQZPRy3JmflEJmTQwN/13k92rgDP/An7ZsLWT+DcOph5ADp9AI2eKVTN+lHRJaALc07MYevVrZJkFEJYjd6oZ9m5ZcyImEGmLtNyXIECVxtX3GzdyMjPICknieu55n0NDyccvmVfB+MP8tWhr2jm24zeVXtT3a26ZbZgtt786/Wc6yTlJJn7y7lOal4qOqMOnUGH3qQnV59LniEPgOa+zXm/5fsEugQW+b4cNA4Eut79PIVCQaBLIIEugQypNcTyenx54Et+j/ydpJwkprSbIkW6hBBCCFGuSJJRlCutq3viaq+hZ90KtKn+z6xABxs1wT5OnI3PIOJqKj3q+t61r02nE9h76To2aiX/61mz2GJ0d9DSrY4v647HkZyZT4C7Pd880bDU92H8ryAvR5xs1WTk6gn0cuDFDkX/8HU/avo6s/tCMufii5hkBFAqodWr5kI0f46CpLOwZiwc/Bl6TIYqrUsk5rKsS2VzknH3td3k6HPkA6wQotRFJEbw+b7PiUwx72dcx6MObzZ5k0DXQFxtXAvM4MvMz+RK+hUup1/mWsY1NCoNDmoH7DXm4ilxWXFsuLyBY0nH2B+3n/1x++87Lg9bDyY0m0Dvqr1LfbmyWqlmaK2h+Nr78vbOtwmLDmPkppHM6DQDN1u3Uo1FCCGEEKKkSJJRlCt+rnYcmdj1llvzNQpwNScZo1PuKcm49ngcAMNbVcHf3b5Y43y6WQDrjsdho1Yy65nGJVZYpSiUSgW96lZg1dFrTBpYDxt16cwErOHrxO4LyZyJT7//TirUhzG74MBPsGOKea/G+b2g9gDo/gW4VCq2eMu6Wu61LFWmw6+F07lyZ2uHJIR4ROiNeqYdmcb8U/MBcNY683rj13ms+mO3LXjiqHWkjmcd6njWuW2/Q2sNJSYjhtCoUDZFbSI1L9VSwdlOY4e92h4POw887TzxsvPC084TN1s3tEotaqUajUqDRqHB18EXjcq6/952rtyZOd3m8Nq21ziedJxnNzzLyw1fpoN/B/lSSAghhBAPPUkyinLndjMCG/m78duB6Hvel/HUtTSAAjMii0vrIA++eaIBlT3sqVPRpdj7v1+TBtVjYp9alqrXJS3v8mVaHdvCIkMAZ+PusfjL7ai15lmNDZ6CbZ/DkQVwehVcCoPHfjbv4/gIUCgUdA7ozMLTC9lydYskGYUQpSI5J5kJOyZYljwPqj6IcY3HFdssvUpOlRhZbyQj640slv6sqbFPYxb2XMiLW14kKj2Kt3e+jb3ani6Vu9A7sDctfFtIFWohhBBCPJQevHSMEA+JhgGuAByPSUNvMN6xbUaujkvJWQAlkgRUKBQ81qQSTau4F3vfD0KpVJRagtGk0xHz8itUXDSLsRG/czYuDZOpcEGAInPwhL5TYcxOqNgIclNhyROw7QswGh68/4dAl8pdANgRvQOdQSqzCSFK1pGEIwxeM5jDCYdx0DjwXYfv+KTVJ7IM+A6quVbjt96/MareKPwc/cjWZ7P64mrGbB7DgL8GEJ0Rbe0QhRBCCCGKTJKM4pER5OWIk42aHJ2ByITMO7Y9HWteuuvnaoe7w60rR4oHk7J8OfmXLwPQOeYIIad3kpSRV3wX8K0HL2yEpiMAE+ycAosfg6zrxXeNMqqBVwM87TzJ0GWwP/7+9y8TQog7ycjPYO6JuYzYOIKknCSCXIP4rfdvli86xJ152nkytvFYNgzawKKei3iyxpO42LgQlR7Fcxue43zKeWuHKIQQQghRJJJkFI8MpVJBfX/zrMSI6JQ7tj35d5KxTkXnEo/rUWRITyd5+gwA7Jo0AeDFE39xYdeB4r2Q2gb6fAsDfwK1HVzaDrPbQnL5/uCmVCjpHGBeJr3lyhYrRyOEKE+yddlsuLyBsdvG0n5Ze6YemYrepKdn1Z4s6bWEqi5VrR3iQ0ehUNDQuyETW05kVf9VVHerTlJOEsNDh3M86bi1wxNCCCGEuGeSZBSPlEb+5qVbd9uX8eZ+jHX9ys5+ieVJ8uzZGFJT0VarRuX5v3CxRlM0RgN2X0xEn3LnBPB9afAkjNoGHkGQfg3+eAH0+cV/nTLkZpJxe/R2DI/IMnEhRMnJzM/k//b/Hx2Wd+DtnW+zPXo7OqOOQJdAPgz5kC/bfom9pniLpD2KPO08+aX7L9T3qk96fjojN418oIraQgghhBClqUhJxlmzZlG/fn2cnZ1xdnYmJCSEDRs23LLtmDFjUCgUTJ06tcDxvLw8XnvtNTw9PXFwcKBfv37ExMQUaJOSksKwYcNwcXHBxcWFYcOGkZqaWqQbE+JWGvq7AhARnXrHdidjbyYZZSZjccuPiSFl4SIAvN+agEKj4eqo8Vxz8MT2RhKxb7+DyXjnPTPvi09tGL4O7NzM1ad3TC7+a5QhTX2b4qx15kbuDY4kHrF2OEKIMkxvMPLD9gvsjEy65fPh18IZtHoQv539jRx9DpUcKzGq3ihW9FvBqv6reCL4CRSKWxddE0XnYuPCnK5zaFGhBTn6HF7e8jJbr2y1dlhCCCGEEHdVpCRjpUqVmDx5MocOHeLQoUN06tSJ/v37c+rUqQLtVq1axf79+6lYsWKhPsaNG8fKlStZunQpu3fvJjMzkz59+mAw/DPTZsiQIRw9epTQ0FBCQ0M5evQow4YNu89bFOIfN4u/XEzKJD331gUxcvINXEg079lYtwxVfi4vkr79FpNOh31ISxzbtwcgqKovnzd/lny1hqxdu0ieNatkLu7kC32nmX+/+zu4uq9krlMGaJQaOvp3BGTJtBDizlYdjeWrjecYt+woBuM/Bbgy8jP4KPwjxmwZQ1xWHH6OfszuMpv1g9YztvFYgt2CCyUX9QYju84ncfhKCtdSc9DdpdCauDV7jT0zO8+kc0Bn8o35vBH2BnNPzC2eAmlCCCGEECWkSEnGvn370qtXL4KDgwkODuaLL77A0dGRffv++aB+7do1Xn31VZYsWYJGU7BKbVpaGnPnzuWbb76hS5cuNGrUiMWLF3PixAm2bDF/CD5z5gyhoaH8/PPPhISEEBISwpw5c1i7di3nzp0rhlsWjzJPRxv83e0wmeB4dNot25yJT8doAi8nG7ydbUs5wvItOyKC9PUbQKHA5513LB9Oa1VwJsqlIjMbPg5A8sxZ6G/cKJkgaveHBk+DyQgrx0BeRslcpwy4WXxhy9UtGE3yQV8IUZjJZOLnXZcAuJGVz8lraaTlpbHkzBIG/jWQP8//CcCQmkP4s9+ftPJrdcdZixNXnWTY3AM8Niuc1pO3ETxxA00/38Jz8w6QmacvlXsqL7QqLV+3/5onazyJCRNTj0xl4p6J5BmKsUiaEEIIIUQxuu89GQ0GA0uXLiUrK4uQkBAAjEYjw4YN46233qJOnTqFzjl8+DA6nY5u3bpZjlWsWJG6desSHh4OwN69e3FxcaFFixaWNi1btsTFxcXSRogHcXNfxoirt977z7IfoxR9KVYmk4nEyV8C4DJoILY1a1qe83O1w0GrYmOlJlC9BhgMZO7YWXLB9PwSXAIgJQpC3y2561hZSMUQ7NX2JGYnSvEAIcQt7b6QzNn4DMCIyv48H+19l07LOzH5wGQSshPwd/Lnl+6/8G6Ld++65+KqiGssPRiNQmF+X9eoFJhMkJyZx47IJDadii+dmypH1Eo1E1tO5P0W76NSqFh9cTUjNo4gOSfZ2qEJIYQQQhSiLuoJJ06cICQkhNzcXBwdHVm5ciW1a9cG4Msvv0StVjN27NhbnhsfH49Wq8XNza3AcR8fH+Lj4y1tvL29C53r7e1taXMreXl55OX9881uerq5OrBOp0Onu/Wy2Ifdzfsqr/dXUur5ObH6GBy5euOWr93xmFQAavk6yWtbTEz5+SRP+YqcY8dQ2Nni9vLLhV7bYB9HIqLTSK7bFM/z50jfthWHPr1LJiCVPYp+M1At6o8iYhH6al0x1ehV7Jex9hhVoqR9pfZsiNrA6gurqeNW+MsfIR511h6n1vbTjosoNDdwqjwfkyaRiznm48GuwQyoNoD+1fpjp7ZDp9MxZWMk+y7f4Iv+dahVwalAP5eSsnhv5QkAXu0QyNhOQRiNJlKy85m+/RJLDkSz41wifev5lPYtlguPVXuMSg6VeHvX2xxLOsbTa5/mx84/EuAUYO3QSsWjPk6FeBjIOBWi7LvfcVqU9kVOMtaoUYOjR4+SmprKihUreO6559ixYwc5OTlMmzaNI0eOFHnzb5PJVOCcW53/3zb/NWnSJD755JNCxzdt2oS9ffmudrh582Zrh/BQyc4AUHPgYhLr1q3nv3+t9p5VAQpy486zfn2kFSIsXzTJyVT49Tdsr10DIL5bd84dOlSonV2eElASqnbnGSBjx06Orl6NSV3kt6l7Vtu7F9UT12FY9Qo7gz8i26bwFxzFwZpj1Ftnvqe1F9ZSJ7EOakXJvZ5CPMwexX9LY7Nh9+U87CvPxaS5jslgiz69AaMrNibQVBHFRQXbL24HID0ffj6swoSCx38M55kgIw08zPsD5hvg25MqsvMVVHc2EpgTWeDfT7dMBaBi2+lY1q6LRik1Yu7bCNsRLDIsIj47npfXv8xox9GP1Pv6ozhOhXjYyDgVouwr6jjNzs6+57ZF/l+JVqslKCgIgKZNm3Lw4EGmTZtGrVq1SExMJCDgn29UDQYD48ePZ+rUqURFReHr60t+fj4pKSkFZjMmJibSqlUrAHx9fUlISCh03aSkJHx8bv/t97vvvsubb75p+Tk9PR1/f3+6deuGs3P5XPaq0+nYvHkzXbt2LbT/pbi9PL2RGWe2kqWHoCZtqeHrVOC5CQe2Aiae7dsBP1c76wVaDmSEbiRx5ixMWVkoXV3x+eILgtq1vWXbG/uvEr72LLFVG6Hy8oKkJNp5eODQunXJBajvjGlBT2zij9Ml7gf0z60HB69i674sjFG9Uc+6v9aRnJOMcwNnOlTqYJU4HkZGk5ED8Qe4mHaR2MxYYjJjuJZ1DaPJyLhG42jn187aIYpiUBbGqbVM+PMwdv6forS5jq+9L/nRr3IlUU31Dg3oUafg/7nm772CiXMoFZBvVDAvUsXrnarxSodAPlh9mrjsa3g4aFnwYgheTjYFzs3TG5k3aTsZ+QaqNW5baBakKJoe2T14cv2TxObHcqniJcY1GmftkErcozxOhXhYyDgVouy733F6c6XwvXjgrz5NJhN5eXkMGzaMLl26FHiue/fuDBs2jOeffx6AJk2aoNFo2Lx5M4MHDwYgLi6OkydPMmXKFABCQkJIS0vjwIEDNG/eHID9+/eTlpZmSUTeio2NDTY2NoWOazSacv8m9yjcY3HSaKBTTW82nkrgj4g4Pu7nbnnuXGIaOoMJV3sNlT2dijwr91GhS0xEd+0a+oQEdPHx6OMTMKTcwKQ3YDIawGDEkJFO9l5zUSi7Jk3w++ZrNL6+t+2zdkVXACITc3Dq0IHU338nd+cuXDt0KLkb0Whg6O8wtyuKlMtolj0Nw9eCTfF+ALbmGNWgoXfV3iw4vYD1UevpWrWrVeJ4mBhNRjZd2cSPR3/kYtrFW7aZsHMCU9pPoWtleT3Li0ft39K4tEw2J3+DyjEaB7Uzs7vNZtHOHH5JjCL80g36NqxUoP2a4+Yta97vXZuYlGx+2RPFtG0X2XH+OkejU1EoYNpTjajo7ljoWhoNtAz0YNvZRPZeTqF+gHuhNuLe+bn48UnrTxi3fRwLzyykTaU2hFQMsXZYpeJRG6dCPIxknApR9hV1nBalbZGSjO+99x49e/bE39+fjIwMli5dSlhYGKGhoXh4eODh4VEoEF9fX2rUqAGAi4sLI0aMYPz48Xh4eODu7s6ECROoV6+eJUFZq1YtevTowahRo5g9ezYAo0ePpk+fPpZ+hHhQQ1tUZuOpBFYcieHtHjWw15qHwklL0RcXSTD+i8lkIu/MGTK2bCFj8xbyzp+/txMVCjzGjMbr1VdR3GXZc01f84zja6k5KDu2hd9/JyNsOz4fTCzZPwsnX3hmJczrBnFHYdkwGLIc1NqSu2Yp61utLwtOL2BHzA7S8tJwsXGxdkhlktFkZMuVLcw6NosLqRcAcNI40bJiSyo5VaKSo/mx6uIqNlzewFs73uL/2vwfvQKLfz9PIUqSyWTilY3vo3I8i8Kk4ceuPxDoEki74ER+2RPFjnNJBbapuZiUyfGYNFRKBQMaVsTD0Yaavk5MXHWSo9GpALzWqTptqnve9pptq3uy7Wwiu84nM6Z9tdK4zXKtc0BnBgcPZnnkct7f/T5/9PsDd1tJ3gohhBDCuoqUZExISGDYsGHExcXh4uJC/fr1CQ0NpWvXe5/J8d1336FWqxk8eDA5OTl07tyZ+fPno1KpLG2WLFnC2LFjLVWo+/Xrx4wZM4oSqhB31CbIkwB3e67eyGbtsTgGN/MH4GSsOclYx8+Z7CMRZO3bi3P37thUe7Q+EOlv3CDv/AXyzp8nLzKSrN270cXG/tNAqURToQJqX180Pj6ofXxQe7iDWo1CqQK1CoVShW3dutjVvbdiIy72Giq62BKblsvVynVwsrFBHxtHXmQktiX9BYNnkHlG4/y+cGk7/PUyDPwJlMqSvW4pqeFeg2C3YCJTItkYtZHBNQZbO6Qyx2gy8tKWlwiPDQfAUePIsNrDeKb2MzhrC2650aJCCzRKDasvruZ/u/5HvjGfAUEDrBC1EEWnN+r56sC3nM/Zhsmk4LlqE2no3RCAllU90KqVxKblcjEpkyBv86zuvyLMe+q2D/bCw9G8auTJZgFU9XTkrT+OUaeiM693rn7H67atbt6K4kDUDXLyDdhpVXdsL+5uQrMJHEo4xKW0S3y05yO+7/S9fEEqhBBCCKsqUpJx7ty5Reo8Kiqq0DFbW1umT5/O9OnTb3ueu7s7ixcvLtK1hCgKpVLB080D+DL0LEsOXP0nyXjNvNdA3YoupC5fTNqKP0n+fjo21YNw6tYd5x7dsal+5w9SDxuTTkfuqVNkHzpE9qHD5Jw4geH69ULtFLa2OLZtg2Pnzjh16IDK1bXYY6nh60RsWi5nU/LpEBJCZlgYmdu3l3ySEcCvCTy5EH59Ek78DnZu0HMKhSoDPaT6Bvblm8PfsPbSWkky3sLe2L2Ex4Zjo7Lh+brP80ytZ24741OlVPFZ68/QKDWsOL+CD/Z8gM6o44ngJ0o5aiGK5kr6Fd7b9R7Hk48DYJ8xmDdaD7Q8b6dV0aKqO7vOJxN2LokgbydMJhMrj5qTjAMa+RXor3lVd8ImdLinxFY1LwfLF0kHom7QPrj49r99VNmp7ZjSbgpPr3uasJgwlp1bxlM1n7J2WEIIIYR4hJWPaTpC3IcnmlZCo1JwLDqVk9fS0BuMnIn7O8no54Jj27Y4tG8HGg155y+Q/MMPXOrbjwtduhLz2mskff896aGh5F26hDE/38p3UzTG7GxSV/zJ1Rde4FzzFkQ99TSJX39DZliYJcGoqVQJx44d8Rg1ikozphO8N5xK06fjOmBAiSQYAWpWMM8YOxufgWPHjgBkbN9eIte6paAu0H+m+fcHfoI1Y8FoKL3rl6Begb1QKpREJEYQnR5t7XDKnF/P/grA48GP80rDV+66pFypUPJRyEcMqTkEgE/3fsqSM0tKPE4h7ofJZGL5ueU8seYJjicfR2G0Jefak7zUeCiq/5R6vpn823k+GYAjV1OIvpGDg1ZF11qFC/Dd68w5hUJhmc24KzLpQW5H/EsN9xq80eQNAL46+BWH4g9ZOSIhhBBCPMoeuPCLEA8rT0cbetStwJpjsSzZf5XhraqQpzfiaKOmsrs9yh49cO7RA0N6OhnbtpGxcZN52XBMDLqYGDI2bynQn8rNzbxs2McbjW8FbOvWwb5JU7RVq5SZ5Us5J0+R+sfvpK9dhzEz03Jc5eqKXZMm2Ddtin3jRtgEBaF0cCj1+Gr+Xen7bHwGjoM6AJB7/AT65GTUnrff66tYNXgSjHpY/SocWQj52TDwR1A93BtYe9t707JCS8Jjw1l7aS0vNXzJ2iGVGVfTr7IrZhcAT9W491lACoWC/zX/H1qVlvmn5jP5wGR0Bh3D6w4voUiFKLrojGgm7Z/Ermvmv+NBTg05eqQHTmpPBjf1L9S+XbAXrDvD/kvXydUZWPn3UunudX0feIlz22BPlh2KZtffCUxRPIbWGsqh+ENsi97Ga9teY36P+dRwl33MhRBCCFH6JMkoHmlDWwSw5lgsfx29Zklw1a7ojPJfMztUzs64DhiA64ABGDIzyT1xgrzISHIjI8mLPE/ehQuYcnIwpKRgSEkh7+xZ84nL/j7f3R37Jo2xb9ES5149UbuX3sbsJqOR3BMnyAgLI3PrNvIiIy3PaQICcH3sMZw6dURbrRqKMrD/4M3iL+fiM1B7e2Fbty65J0+SuWMHro89VnqBNBoKWntYMRJO/gG6bHj8F9DYll4MJaBPYB/CY8NZc2kNLzZ4scwkv63tt7O/YcJEG782VHGpUqRzFQoFbzZ5E61Ky0/Hf+Kbw9+QZ8hjTIMxJROseCTl6HP47vB3rLu0jt6BvRldfzSednf+4uXU9VP8cvIXNl/ZjNFkRKvU8nrj11mzuxomfSpDWlfGwabwfwOreztSwcWWuLRcdp9PZu3xOAAG/mep9P1oXc0ThQLOJWSQkJ6Lj/PD/Z5aVigVSr5s9yVjNo/hSOIRxmwew6Kei/B3LpxEFkIIIYQoSZJkFI+0FlXdqeblwMWkLL7faq6YXLfi7ZdJqhwdcQgJwSEkxHLMZDJhSE1Fn5iIPiEBfWIi+VejyTlyhJzjxzHcuEHGZnNV5oQvv8SpY0dcH38Mh9atUagefON7k8kEOh3669fRJySgS0xEn5BI7unTZO7cWWB/RYVGg1PXrrgOfgL75s3LRGLx3wK9HNCoFGTm6bmWmoNjxw7knjxJxvbtpZtkBKgzEDQOsHwYnFsPvz0JT/0K2tKf4VlcOgd0xk5tR3RGNMeSjlmKPTzKsnXZrLqwCsCy9LmoFAoFrzV6Da1Sy4yjM5hxdAb5xnxebfiqJHLFAztz/Qz/2/U/LqVdAsxJ8ZXnVzK01lCer/u8ZWm/yWQiITuBU9dP8duZ39gfv9/SR+uKrRnfdDw5WV58eHkPaqWC4a2q3PJ6CoWCdtW9WHYomsmhZ0nN1uHlZEOrag8+m9zNQUt9PxeOxaSx63wyjzep9MB9CjNbtS3TO0/nhdAXOJdyjtGbR7Ow50K87GXvSyGEEEKUHkkyikeaQqFgaIvKfLr2NNezzPsq1vVzvstZhftQu7mhdnOD/xQoMebnk3vSXFQlY+NGck+dImPTJjI2bULt44NTt27YN2uKfZMmqD08LOfprl0ja98+ssL3knfpEqacHIw5ORhzczHl5GDS68FkMj/uQunoiEObNjh2aI9j+/bmOMsojUpJVU8HIhMyOZ+QSUjHjiRPn0HWnnCMeXkobWxKN6Dgbuaq078+BZfCYEFfGLIcHEpp6XYxs9fY07VyV1ZfXM2ai2skyQisubiGTF0mlZ0r09qv9QP1NabBGLQqLd8e/pafjv+EUqHklYavFFOk4lFjMBpYcHoB0yOmozfq8bTzZHT90ay9tJbjSceZe3Iuy84to7Vfa2IyYricdplsfbblfLVCTY+qPRheZ7hl6exroREA9GtQEV+X288ibF/DnGS8kGjeVqN/g4qF9m68X22re/2dZEySJGMxc9Y682PXHxm2fhgxmTG8uOVFZnedjYeth3zhIYQQQohSIUlG8ch7rHElvgw9S57eCJiLvhQXpVaLfeNG2DduhOfoUeSePUvqij9JX70afUICKYsWkbJoEQDawEBsagSTe/o0uitXi34xtRq1txcaL2/UPj5o/Cvh2LYt9o0bo9Bqi+2eSlp1HyciEzKJTMigQ7taqH190cfHk71vH47t25d+QFXbwXOrYckTcO0wzO0Gz6wA96qlH0sx6BPYx5xkvLSGobWHEugSaO2QrMZkMlkKvjxV4ymUigef2ft83efRqrRMPjCZH4/9SCOvRrTya/XA/YpHS2puKuN3jOdA/AHAPAv5o5CPcLN146kaT7EjZgffR3zP+ZTzbIzaaDlPrVAT4BxAa7/WDKs1jAqOFSzPXUvNYf0J89LnEW3v/P7VuponSgUY//4e679VpR9E2+qezNh+gd3nkzEaTSiVCvNYPHCVBeFR9KhbgZc7VMNW8+Az/R9Fnnae/NT1J4ZtGEZkSiQdl3fETm2Hl50X3vbeBDgHMLLeSPydZCm1EEIIIYqfJBnFI8/FXkPfBhX543AMtholgZ4ltxzWtmZNfN9/D++3JpAZFkb2vn1kHzxE3vnz5F+6RP4l83I4VCrs6tXDoVUItvXro3J0RGFrh9LOFoWNLQqNBoVSAUolKJUoFAqUzs5lbvnz/Qj2dmIdcUQmZKJQKHDs0J7UpcvI2L7dOklGgEpNYcQmWDQIblw0JxqH/g4VG1onngfQokILWlRowf64/YwPG8+vvX/FTm1n7bCsYl/cPi6lXcJebU//oP7F1u/QWkO5nHaZZeeW8d7u9/ij3x933T9PiJuSc5IZvXk051POY6e243/N/8fAoIGWmWgKhYIO/h1oV6kd265uIyo9iirOVQh0DcTfyR+N8tZFqn7ZfRmD0USrah7UucO2IGD+d7FRgBuHr6RQ3duROhWLNsP/ThoFuOGgVXE9K5/Tcel4OGp5+4/jlmIwkQnnWXMsli8G1KVVkIyb++Hv7M/srrOZsGMCUelR5OhzuJpxlasZVzmUcIiw6DBmdplJHY861g5VCCGEEOWMJBmFAJ5vXYXVx2JpH+yFWlXyiTqlVotzt244d+sGgD4lhZyICPIiz2MTHIx982aoHB1LPI6yKNjHfN/nEzMAcOrYkdSly8gM24HJZLLeki/P6jByMyx+HBJOwPzeMHghBHW2Tjz3SalQMrntZB5f/TgXUi/w5YEv+bjVx9YOyypuzmLsV60fTlqnYu17QtMJHE44zIXUC0zcM5GZnWcWy0xJUb4lZCUwctNIotKj8LLz4qeuPxHkFnTLtkqFki6Vu9xTv+m5OpYejAZgVNt7m708qLEfh6+kMLx1lWJ939WqlYRU82DLmUS+2niOI1dTyMjVY6NW8kzLyqw5Fsvl5CyG/LyfQY39eL9XLTwcS3mrjHKghnsN1gxcQ44+h6TsJBKyE0jMTmT+qfmcvXGW50Of57sO3z3wNhFCCCGEEP8mn3iEAOpUdGHPO52Y9lQjq1xf7eaGU6dOeL44BqdOHR/ZBCOYl0sDnE/IxGg0Yd+yJQo7O/Tx8eSdOWPd4Jx84fn1ULU95GfCr4Ph2DLrxnQfPO08mdxuMgoUrDi/grWX1lo7pFIXkxHDjugdADxd6+li799WbctX7b7CRmXDnmt7WHR6UbFfQ5QvsZmxDA8dTlR6FL4OvszvMf+2CcaiWn4wmsw8PUHejrQPvrdCIEOaB3Dg/c4MbVG5WGL4t7bVzTHsiEwiI1dPA39X1o1tywd9arNlfHueDamMQgF/HrlG96k7iU/LLfYYHhV2ajsCnANo5tuM3oG9+aX7L7So0IIcfQ6vbn2V1RdXWztEIYQQQpQjkmQU4m9eTjayB1QZUMXDHo1KQY7OwLXUHJQ2Nji0Mu9pl7F9u5WjA2ydYegfUPdxMOph5WjYPfWeivCUJS0rtOTFBi8C8OneT7mcdtnKEZWu5eeWY8JESIWQEtuXMsgtiLebvQ3A1CNTOXX9VIlcRzz8rqZfZXjocGIyY6jkWIn5PeYT4BxQLH3rDUZ+2RMFwMg2VVHeYwEXhUKBt9Pti8M8iI41vFEpFWhUCt7qXoMVL4YQ5G3+cs3ZVsOn/euy8uXWVPGwJzkznz8jYkokjkeRo9aRWZ1n0atqL/QmPe/vfp+5J+ZaOywhhBBClBOSZBRClClqlZJAT/OHzciEm0umOwCQuT3MOkH9l1oLg+ZAyKvmn7d8BKH/A6PRunEV0Zj6Y2ju25wcfQ4TdkwgV/9ozBbSG/WsubQGgCdrPlmi13oi+Am6BHRBb9Tz9o63ydJllej1xMPnfMp5hocOJy4rjirOVZjfYz5+jsVXaGX9yXiupebg6agt1gIuDyLAw54VL7Vi8xvteaVj0C23KWno78rIv5d2bzqVUNohlmsalYZJbScxvM5wwPwlyPJzy60blBBCCCHKBUkyCiHKnOo+N5OMmQCWgi+5J0+iS0i0WlwFKJXQ/Qvo9oX55/0/wh/Pg+7hSdSplComt52Mu607kSmR9FvVjznH53A957q1QytRB+IOkJyTjKuNK+382pXotRQKBR+3+hhfB1+uZlxl2pFpJXo98XA5nnSc4aHDScpJIsg1iF96/IKPg0+x9W8ymfh5l7mg2LCWVcrUbP2G/q5UuUuhtW61za/F0ehUEtIfnvfWh4FSoWR80/G83OBlACbtn8SBuANWjkoIIYQQDzsp/CKEKHOCfZyAOEvxF7WXF7b165N7/DiZO8JwGzzYugH+W6tXzXs1rnwRTq+C9Fh4fB64+ls7snviZe/F1+2/ZnzYeOKy4vg+4ntmHptJt8rd6BPYB2cbZ7RKLVqVFq1Si4+DD1qV1tphP5Cbsxi7V+mORnXrSrzFycXGhU9bfcrozaNZdm4Zg6oPoqZ7zRK/rijb9sbu5fXtr5Ojz6G+V31mdp6Ji82dqz4X1YHLNzgek/Z3UZXiWX5dmrydbWnm70B+zDGubjiOj/oiXDsMuemgtgGV1vyr2gbs3MDe4++HJ9i6gFIFSvU/v7oHQqXm5i+JBAAvNniRy+mX2XB5A2+EvcGvvX+lsnPx78MphBBCiEeDJBmFEGWOpcL03zMZAZw6dTQnGbdtL1tJRoB6j4ODJyx7FmIOwI9tYMBMqNbN2pHdk2a+zdj8xGY2Rm1k2dllHE8+zvrL61l/eX2hts5aZwYEDeDJGk8W255xpSlbl83Wq1sB6BPYp9SuG1IxhO5VurMxaiNf7PuCBT0XSLXpR9iWK1t4e+fb6Iw6QiqEMLXjVOw19sV+nTm7zHutDmpc6eGp0GzQQ9xRuLgdLoXxW/IB1Db5UFx1v5wqQK1+UGcA+Ld85BOOCoWCT1t9yrWMaxxPPs6rW19lSe8lOGudrR2aEEIIIR5CkmQUQpQ5NytMX0g0V5hWKhU4duxI0tRpZO3dizEnB6WdnZWj/I/ADvDiTvjjBfNMm6VDUDYbg9LY3NqR3RMblQ39qvWjX7V+nLp+imVnl3Es6Rh5hjx0Bh35xnxy9Dmk56ez8PRCFp5eSOuKrXmq5lO0q9TuoUmYbYveRo4+B38nfxp4NSjVa09oOoGdMTs5mnSU1RdXMyBoQKleX1ifzqhj4amFfB/xPUaTka6VuzK57eQSmR18KSmTrWfNexmOaFO12PsvViYTXNoOh+bBpZ2Ql2Z5Sg3cMDly3BREy/Y9sK3SAhx9wZAH+n89clIg+zpkJ5t/zU0Do8H8MBnAkA8xhyEjDg7MNj8cfaFiI/MMR/eq5l/dqoBzRdDc4t+Y/GxIuQyp0eYZ7F41QVMyxXFKk63almmdpvH0uqeJSo/irR1v8UPnH1Ar5WOCEEIIIYpG/vcghChzKrvbo1UpydEZiEnJIcDDHpvgYNQVK6CPjSNr7z6cOnW0dpiFuVWB50Nh6yewdwaqg7Npa7cRUhuCV5C1o7tndTzq8GnrTwsdNxgN7Indw29nf2PPtT3siTU/WlVsxZR2U4p9qWdJWHtxLWCexahQ3FuV3eLi6+DLSw1e4tvD3/Ld4e/oFNBJZgs9Qo4mHuXTfZ9yPuU8AAODBvJhyIcllsiZt+cyJhN0rultqdxc5hgNcGYN7P7OPHvxJlsXqNoOAjtC1fYMXhDDhaQspnk0pH+1Byheo8+DS2FwaiWcXQ+Z8RC54dZtbV3Nsx6dfM0JyhuXzAnKf1OowLM6+NQB3/oQ1MX8+1J+bykOnnaeTO80nWc3PEt4bDjv7HyHd1u8i6edp7VDE0IIIcRD5OGYeiKEeKSoVUoCvcwFAW5WmFYoFDh1MCcWM7dvt1psd6XWmgvCDFmOyc4d15wo1PO6wuWd1o7sgamUKtpVasesLrNYN3Adw+sMx1ZlS3hsOEPXD+VS6iVrh3hHyTnJ7I3bC0DvwN5WieGZWs8Q6BLIjdwbzIiYYZUYROlKy0vjk72fMGzDMM6nnMfVxpVPW33KJ60+KbEEY0pWPn8cjgGwVGguU3JSzLMWf2gOvz9nTjCq7aDFizByG7x9GZ5cDM1GgGcQ3er4ArDp9ANWmVbbQHB3GPgjvHUenl0Nvb+BkFehRi/wqmWOAyA3FZLOmGdYXtnzT4LRzg1865l/NRkg6SycXAFbPoIfW8PUerBuPJzf/FAVAgOo6V6TSW0moUDBpiub6LuyLwtOLUBn0Fk7NCGEEEI8JGQmoxCiTAr2ceJsfAaRiRl0+bvCqGPHjqT8+iuZYWGYjEYUZXkvreDu6EeGkTm3P27Zl2HhAOj5JTQb+VDOcvkvf2d/xjcdT+/A3ozdNpYr6VcYsn4IU9pNoV2lkq3YfL/WX1qP0WSkvld9qxU20Kg0vNfiPUZuGsmyc8sYGDSQWh61rBKLKHmRKZGM3jSa67nmiu39q/VnfNPxuNm6leh1F++7Qq7OSF0/Z1oGupfote5ZXiac22BOyF3YAsa/E1e2rtB8tDnB6OBxy1O71fFlZthFws4mkqc3YKMuhirZahsIbG9+/JvJZF5qnRFvTixmxIFSAx6B4FYV7N3/aZcRBwmnIOEkXN0Hl3ZAWjQc/Nn8sHOHkFfM92f7cMxa7ly5Mwt7LmTygcmcun6Krw99ze+Rv/NW07do49cGlbLsVCgXQgghRNkjSUYhRJl0q+Iv9i2ao7S3R5+URO6p09jVq2ut8O6Nc0V2V3+f3voNKE+tgPUTzB9Ge35lnvFYDtR0r8lvvX/jzbA3OZJ4hFe3vsrIeiOp6V4TtVKNWqlGo9RQ3a261Zfdrb30z1Jpa2pRoQU9q/RkQ9QGvtj/BQt6LJAP7uXQ9ZzrvLb1Na7nXqeqS1U+aPkBzXyblfh1c3UGFuy9AsDINoGlvi1AITkpsO1ziFgC+px/jnvXgYZDoMlzYON0xy7q+7ng42xDQnoe4Rev07GGd8nFq1CAnav54X2HKvAKhXnvRueKUL2r+Vh+NkTtMidTI0PNSchtn0H499DyZWgxxjwDsoxr6N2QX3v/yl8X/mLakWlcSb/Cq9texV5tTy2PWtTxqENdz7rU96qPn+MDLF8XQgghRLkjSUYhRJl0s/jLzeXSAEqtFofWrcnYvJnM7dvLfpIRMCq1GPr/iLJCfdjyMRyeD0nnYNBP4PrwVWe+FQ87D37u9jOTDkzi98jfmXNiTqE2nnaerBmwBketdfaGu5h6kTM3zqBWqOlRpYdVYvi38U3HsyNmB8eSjjHr2CxebfSqtUMSxSjfkM8bYW8QmxVLgFMAi3ouKrU9S1cfjSU5M48KLrb0rl+hVK55SyYTnPgDNr4LWUnmY+7VoO5jUHcQeN/7DF6lUkHX2j4s3neVTacSSjbJ+CC09ubl2MHdzVWyT66AXV9DciSETYLwGdBiNLR85bazNssKpULJwOoD6Vq5Kz8d/4ll55aRrc/mcMJhDicctrTzd/KnVcVWhFQMoblvc5y0BRPGJpOJmMwYTl8/bXkkZieiUqpQK9SoFCrz75Vq889KFSqFCq1KSyXHSlRzrUaQaxD+Dv6WPvMN+WTrssnWZ6NVaXGxcUGj1FieN5qMXMu4xvnU85xPOU9idiIKhQKlQolKoUKpUOJm60agSyCBLoFUcqokRW6EEEKIYiL/ogohyqTgf1WYNhhNqJTm2TiOHTuSsXkzGWHb8Rr7mjVDvHcKBbQZZ/5Q/ccIuLoXZrYy793Y+NlysXxao9LwYciH1Peqz/pL68kz5KE36dEb9URnRJOck8y8k/MY23isVeK7OYuxjV+bEl+qei98HHz4IOQD3t31LrOPz6auZ106+HewdliiGJhMJj7d+ykRiRE4aZyY3nl6qSUYTSYTP+827406vFUVNCorbSlx/aJ5X8JLf++f61kDen8NVdre9/td9zq+LN53lc2nE/hiQF2UyjL+vqlSQ4Mnod7jcPov2PkVJJ6GXd/Avh/N+022eg0cy2jC9G+OWkfebPomrzd+nctplzl5/SSnkk9x6vopzlw/Q3RGNMvOLWPZuWWoFKpCf9fzDHlk6bKKJRZbbPl46cfojfrCcWoccbFxwV5jT0xGDDn/njV7FxqlhsrOlWng1YCWFVrSzLcZHnZlOwkshBBClFWSZBRClEkB7vbYqJXk6Y1E38imiqe5EIxj+3agUJB3+gy6uDg0Faw4U6eogrvDmB2w6iWI3g9rxsKZ1dD3e3ApH0vOBgQNYEDQgALHtl7ZyriwcSw6vYinaj6Ft33pfqg2moysu7QOgN7VrFPw5Vb6BPbhRNIJfj37K+/teo+lfZYS4Fw+Zrc+yhacWsBfF/9CqVDydfuvCXS5e+GV7Hw9iel5eDvbYK+9//+aHb6SQmRCJg5aFU81t8LfJX0e7JkGO78GQx6obaHdBGj1+gNvEdGiqgdOtmqSM/OIiE6hSeUystfk3ShV5pmbtQfAuXWwYwrEHzcvoT4wx7xcvMHTUKFBmf7CSaVUEeQWRJBbkOU9PkuXxcH4g4THhrM3di9R6VHcyL1R6FyNUkOwWzC1PWpT26M2AU4BGDFiMBowmAzojXoMJgMGowGdUYfBZCBHn8OV9CtcSL3AxdSLJOckk0suGP/pV6vUojPqMGEiU5dJpi6zwHM3Z0FWcqoEgMFkwGgyXzchO4HLaZe5nHaZXEMuF1IvcCH1AivOrwAgyDWIht4NcbNxw0HjgOP/s3eeYVGcXRi+t9JZem8Cgoi9o4m9RY3RaOwmMaZXv/Tee+8mxhJjLElMjCWW2DvYUEHpHaT3unW+H4MYI0ZAENC5r2suYPfdd84sOzszz5zzHJU1VmorNGoNjhaOOJo74mDhcFEGpYSEhISEhIQkMkpISLRRFHIZAc7WnM0uIz63vE5kVDo6YtGjB9WRkZT8/gfOjz7SypE2EscAmLcFDn8j+pQl7oBvw+DWz8UL0euQ4T7D6eHcg5P5J/n25Le8PvD1Fl9nTmUOkXmRnMw7yYm8E2RXZmOtsmao19AWX3djeLrP08QUxRCZF8kTu59g5biVWKosWzssiSayN2Mvnx7/FIBn+z7LQM+BV3yN3mhiwlcHSM4Xs71szJS42JrhamvOuK7uzOrn0+CsvQOJBQAM6+SCxuIaix+pB2DT/8TSYICA4WLnZofm6W6tVsoZ3smF9SfP8feZ3PYjMp5HLoeQW6HTBEj4G/Z+AFnHIeI7cbHzgZCJ4hivfuL4No6Vyoqh3kPrsrBzK3Mp05VdNEYhV+Bt7Y1KcXWfx4KKAv78+0/GjhiLrYUtFkoLVHIVRpORcl05xdpiSrWllOvK8bTxxMfGp0El0CbBRHZlNvFF8RzNPcqR7CPEFcfViY5Xws7MjgC7ALo6dSXUKZQujl3wtPZsfS9UiStSY6hhe9p28qrykMvkdYuVyoqRviOxVbePZk0SEhISbQ1JZJSQkGizBLmKImNCXgWjQy88bj9nNtWRkRQuWYLd1Cmo3NxaL8imIFfAoMeh42gxq/HcCVg7D0ozxfK56+ziRCaT8WSfJ7lzy52sS1zHnZ3vxN+ueYSHf1NUU8QTu57gZP7JS56b2Wkm5krzFllvU1EpVHw85GOmb5pOYkkirx96nQ8GfyBdoLZDTuad5Jl9zyAgMDVoKrM6zWrQ67afza0TGAHKtQbK8w0k5VdyKKmQ9Sez+GBKN/ydr+xnGp4sdrEOC7iGpZ6VhbD9FTi5UvzbygXGvid6Lzbz53h0ZzfWnzzH1jM5PH9Lp/a5n8hkYlZ7x9GQtEv06U3cASXpcPhrcbH1gn73Qq+7LnSzbge4WrniauXaInNrzDQ4K5xxtXRFpbogWCrkCuzM7bAzt2vSvHKZHE9rTzytPRnmMwwQjyNHc44SXxxPpb6SCl0FlfpKyvXllGpLKawupKimCKNgpERbcolPpbOFMzM6zWBGpxkNFqqqDdUkFieSV51HflU++dX55FflU2OoqfOpVMqVyGVy9CY9WqMWrUGL1qhFIVfQ360/I3xHSI14GkBBdQGrY1fzW9xvFGuL6x2z4uwKloxZgoN5+9n/JCQkJNoKjRIZFy5cyMKFC0lNTQUgNDSUV199lVtuuQWA119/nTVr1pCRkYFaraZ3796888479O/fv24OrVbL008/zerVq6murmbEiBF8++23eHl51Y0pLi7m8ccfZ8OGDQBMnDiRr776Cjs7u6vcXAkJifZEfc1fAGzHjaN45SqqT5wg7+NP8Pz4o0tem1+u5bMd8Yzr4s5NHVu3q/FlcekE87fD9lch/BvxQr08B0a/3S6yWBpDT5eeDPMexu6M3Xx+4nO+HP5ls6+jsLqQe/++l8SSRBQyBcEOwfR06UkP5x70cOmBm1XbFKNdLF34eMjH3LvtXrakbqGbczfmdJ7T2mFJNILYolge3vkw1YZqwtzDeLH/iw0WwH48lArAY8MDeWBIALllNeSW1XA6s5QvdyZwNLWYW77Yz5Ojgph/UweUl/FZrNEbOZFeAkCY/zUSGWM3w4ZHoaoQkEGfeTDiNbEzcwswNNgZK7WCtMIqDicXMjCgjX63NwSZDAJHiIuuCpJ2wtkNYlfqskyxUdieD6D7DBjwEDgHt3bENwwO5g6M8RvDGL8xlx1jEkyUakvJq8ojpiiG6IJooguiiSuOI786n68iv2Jp9FKmB09nbue5OFlc/Fk1mAycLTxLRHYE4dnhROZFojfpmxzzvsx9fHTsI0IcQhjuM5wwjzB8bXzRmGnapxgPVOgq2Je5j+jCaLo7d2ew12AslBaNnkcQBPKq8ogrjmNb6ja2pGype689rT3p7dobuFBOfzTnKIklidz7970sGb2kTfg4S0hISLQnGiUyenl58f777xMYGAjA8uXLue2224iMjCQ0NJSgoCC+/vpr/P39qa6u5rPPPmP06NEkJibi7OwMwIIFC9i4cSNr1qzB0dGRp556igkTJnD8+HEUCgUAs2bNIjMzk61btwJw//33M3fuXDZu3Nic2y4hIdHGCaoTGSsuelwmk+H60oukTr2Dsk2bsJ81E8teveqeL6zQMntxOPG5FZzJKuWmjjdd07gbhUIJY98FW3f4+2VRbKzIgUkLQWnW2tE1Kwt6LWBv5l52Z+wmMi+Sni49m23uguoC7t12L0mlSbhYuLB4zGI6aDo02/wtTW/X3jzV5yk+OPoBn5/4nKHeQ+t8xCTaNsmlyTyw/QHKdeX0dOnJ58M+v8inLa+8BntLdb1NWGKyyziSUoRCLmN2f1+szZRYO1sT4GzNwAAnxnd158V1UexPKOC9LbFsjspmyd19cbK+9LshMr0EncGEi40ZHWrtJVoMfTX8/Qocre0k7xIqWj5492vR1VqZKZncy5Ofw9P5OTytfYuM/0RtKZZJh9wK+hqIXis2h8mNguPLxCVoLAx9ATx6tHa0ElDXodre3J5gh+A6n0qtUcuOtB0sjlpMYkkiS6OX8vPZn+nq3JVqQzVV+ioq9ZWU6crQGrUXzelk4YSHlQfOls44WTjhYumCpdJS9Kus9aw0CAZUchVmCrO6pURbwp6MPZzIO0FMUQwxRTF8c/IbQGyI423jjZeN10U/vW28cbN0QyFXXNX7UKWvYl3iOlJKU/Cw9sDT2hMvay88rT0blV1qNBmpMdZQoavgcPZhdqTt4NC5Q3Vi4ApWYKG0YJj3MG7pcAv93PohIKAz6tAateiMOsp0ZRTVFNUteVV5JBYnElccR4m25KL19XDuwdzOcxnuM/ySsvrU0lTmbZtHQnEC9/19H0vGLLlmzbskJCQkrgdkgiAIVzOBg4MDH330EfPnz7/kubKyMjQaDTt27GDEiBGUlpbi7OzMihUrmD59OgDnzp3D29ubzZs3M2bMGGJiYujcuTPh4eF1GZDh4eGEhYURGxtLcHDD7uSeX3dpaSm2ttenp4Zer2fz5s2MGzfuotIRCYnrhbTCSoZ8tAe1Uk7Mm2PrOkyfJ/uVVyj5bS3moaH4/fYrMrmckiodM3+IICZb9IWyUiuIfmNMq9zJb/Q+evpX+PNhMOmhw2CYvhLMr6/vr9cPvc7vCb/T3bk7K25Z0Sz/l/yqfOb/PZ+U0hRcLF1YOmYpvra+zRDttUUQBO79+16O5BxhiNcQvh7xdWuHdENwNcfSzPJM7tp6F3lVeYQ4hLBkzBJs1DZ1z/91OpvHVp9gcJAzy+7ue8nn/YU/TrP6SAbju7rzzexe/54eED8Xvx3P5O1NZymrMTBvkB+v3Rp6ybjPtsfzxc4EbuvhwRczmk/Av4Tcs/D7fLFTMkDYozDi1Wt2UyQ2p4yxn+9HIZdx6PnhuNpeWwuEuJxyHll1gnmD/JjdvwW/ZwRB9LmM+A5i/wJqT9eDx8PQ58G9W8utuw3S3s55TYKJfZn7+CHqB07nn653jI3ahv5u/RngPoD+7v3xtfW9qmNiUU0RezP2sit9F2cLz5JXnfef480UZgxwH8Bwn+EM8RrSqI7alfpK1sSuYfmZ5ZctOfa09iTMI4yBHgPp59YPjZmGcl05kXmRHM05ytGco6SXp1NjqLlsFqefrR+9XHsRkR1BVkVWg+P7NwqZAj9bP0KdQpkWPI3uzt3/c3xyaTL3bL2HwppCQhxC+GH0D5LQ2ADa234qIXEj0tT9tDH6WpM9GY1GI7/99huVlZWEhYVd8rxOp2PRokVoNBq6dxe/yI8fP45er2f06NF14zw8POjSpQuHDh1izJgxHD58GI1Gc1GJ9YABA9BoNBw6dKjBIqOEhET7x9veEnOVnBq9ibTCyks8yZyfeIKyLVupOXOG0nV/Iht3K3OXHCEmuwwnazOKq3RU6ozklmlx07QtL7566TYNrJzgl7mQsg+WT4A5f4iPXSc83ONhNqds5lT+Kb448QVj/MYQ7BCMXNb48nCdUUdsUSwvHXiJ1LJU3KzcWDp6Kd623i0Qecsjk8l4qf9LTNkwRcz4TN9d5xEm0fbIq8rjvr/vI68qD3+NP9+N+u4igfHsuTKe/u0UJgH2xOWz+kgGs/pf6PhcWqVnXaR40Xxn2OXFKplMxrQ+3jhYqrn3p2NsjsrmlfGdL2kGc7jWj3FAS5ZKH1sGW58HQ43ovTh5IQSObLn11UMnN1v6+TlwJLWI1UfSWTAy6Jqu/61NZ0nMq+DjbXFM7e2FmfLqMsEui0wGHW4Wl4JE2PchRP0mdqiO+0tsIDP8FdF2Q6LNIZfJGeo9lCFeQziVf4rsymysVFZYKi3rulV7WHtcdSbhP3Ewd2Byx8lM7jgZEBubZFVkkVGeQUZ5BpnlmXW/Z1VkoTVq2Zu5l72Ze5Eho4dLD8b6jWVK0BTMFPXfNCjXlbM6djU/nf2JUm0pAN423oz0GUledR5Z5VlkVmRSUF1AVkUWa+PXsjZ+LXKZHG8bbzLKMzAJpnrnPk9H+46M8hnFKN9RBNgFIJPJEASBqIIotqRsYVvqNvKr8+vGq+Qq1Ao1NmobHMwdsDe3F7t/mzvgr/EnyCGIQLvAy25Tffhr/FkyZgn3bLuHmKIYHtj+AEvGLMFK1cJZ4hISEhLXAY0WGaOioggLC6OmpgZra2vWrVtH586d657ftGkTM2bMoKqqCnd3d7Zv346Tk3iBnJOTg1qtxt7+Ym8LV1dXcnJy6sa4uLhcsl4XF5e6MfWh1WrRai+UHZSViVlMer0evb7pHidtmfPbdb1un4QEQICzFWfOlRNzrgRvu3+dIGo02D/4AIUff0LuJ5/yaroNUbk67C1V/HR3bx5ZfZKUwiric0pwtLyGjRBqadI+6nMzzPkT5ZoZyLJPISwdg2HW72B7fZi526vsmdNpDj9E/8CS6CUsiV6CrdqW3i69CXEIodpQTbmunHJ9OWW6MuTI0Zhp0JhpsFPbYamyJK0sjTNFZ0goScBgMgDgZunGohGLcLNwa9ffid5W3swJmcOPZ3/kvSPv0du5d5M8qCQaTlP207NFZ3lq31PkVuXiZe3FwmELsVHY1M1RVKnj/p+OUq034mpjRm65lnf+OstAfzs87cT/5+ojqdToTXRytaanl80V1z+ggx025kpyy7SEJ+XT1+/CuVSN3khkuphN1MfHtvn3AaMO+bbnUUT+BIApYCTGW78CK2dohf1tZl9PUWSMSOf+m3zrLUVvCQ4nF9Z18C6u0rPpZBYTu7u3/Io1vnDrNxC2AMWBj5CdWYcsdhNC3GaE7rMxDn4ObNqm52xz0Z7PeUPtQwm1vzT72GQ0YTL+t+B2NShQ4GPlg4+VD/zr42ESTCSVJrE3cy97MvdwtugskXmRROZFsix6GQ92e5DxfuPrRNByXTmr41azMnYl5XrRJ9vXxpf5XeYz1nfsJSXHlfpKIvMiOZxzmPDscFLKUkgrSwPA29qbPq596O3Sm04OnbBUWmKuNK8r//7nTUeDwVD3e4hdCCE9Q1jQYwGV+so6cbFBNylNNNrz0sfKh++Gf8f9O+/nTOEZnt/3PB/f/HGTboreKLTn/VRC4kahqftpY8Y3ulxap9ORnp5OSUkJv//+O4sXL2bv3r11QmNlZSXZ2dkUFBTwww8/sGvXLiIiInBxcWHVqlXMmzfvIjEQYNSoUQQEBPDdd9/x7rvvsnz5cuLi4i4a07FjR+bPn8/zzz9fb1yvv/46b7zxxiWPr1q1CktLy8ZsooSERBvi5wQ5RwvkjPM2Msarnq8rgwG/zz5HXVDAb4FDWdN9PI+GGvG0gh9i5UQXy5nawcjNblflDHHNsa7JJizxAyz1RVSpHDgc+BwV5tfgYvYaYBJMHNUdJV4fT6ohFS3aK7/oMljKLPFV+DLOYhz2iuvDnF0n6Pii7AtKhVKGmA1hlMWo1g5J4h+c0p1iXdU6DBhwkjtxp9WdOCgudCA1CrDwrJyEMjlOZgL/62pkcZyClHIZwRoTD4WYEIC3IxUUamVM9zcy0LVh308rE+UcyZdzs5uJqR0uiBPxpTK+OatAoxZ4o5exWZs6m+lL6ZvyJY6VCQjIiHGfSoLreGjFC22DCV4/oaBcL2NekJEeji3//S4I8Fm0grQKGdZKgQqDjAAbgce7GFt83f/GpjqLTtlr8SgVOxob5GqSXG4h0WUcBoV0U0Ki8ZSYSojRx7C/Zj9lgpio4SJ3YYT5CLKN2RzWHq47VjvLnRlqPpSuqq4NFtxKTaXkGHNwU7ihkbevsuMMQwZLKpZgwMBQs6GMtLi22dsSEhISbYGqqipmzZrVMuXSarW6rvFLnz59OHr0KF988QXff/89AFZWVgQGBhIYGMiAAQPo2LEjS5Ys4YUXXsDNzQ2dTkdxcfFF2Yx5eXkMHDgQADc3N3Jzcy9Zb35+Pq6urpeN64UXXuDJJ5+s+7usrAxvb29Gjx59XXsybt++nVGjRkm+FxLXLRn7Uji6PQGZxpNx4+r3oIoRzODlZ5ictI+JD08ndNQgAKIU8UQfSMXStQPjxl37krKr3kdLxyCsmoJlURLD0z7CMOMXcP9vH6H2wgQmAGKHzZiiGI7lHiO1PBVrpTU2ahts1bbYqG3EDp66Ukq0JZRqSynXleNp7Ulnx86EOoTibuXebjtn/he2GbY8vf9pDuoP8vjIx9tVE5v2RkP3U6PJyFenvuK3mN8AGOQ+iHcHvXtRiTTAO5tjSShLx1KtYPl9/QhytaFvQSW3fnOYuFKodO2Ck40ZheGR2JoreWn2CCzUDSuZtIzP58iKSGIrzBkzdkidT238zkQ4m8yQTh6MH9+1ie9EPWSfRPnb88gqzyGY2WKc9D0dA0fRsfnW0GSSzBP5dm8yMXonXhzXt8XXt/1sHmnhJ7FQyfn53n5M+T6CpHII7H1zXZOya8t9GDIikO98HWXWUYJz1hNUEY5xyo8IXi3/flxrtp/J5s/9p3jvzqHYWrYD+5N2So2hhl8TfmXpmaXk6fJYXbW67rlATSD3drmXEd4jmrXMuz3gmezJq+Gvske7h3F9xzHSRxIa60O6NpWQaPs0dT89XyncEJrsyXgeQRAuyUy83PO9e/dGpVKxfft2pk2bBkB2djbR0dF8+OGHAISFhVFaWsqRI0fo10/sUhgREUFpaWmdEFkfZmZmmJld6rWhUqmu+y+5G2EbJW5cevs5AgnsTyzAJJPX63+1zSYQG88eDMk6ifl7ryLr+ztKZ2c61l74pRRWteo+0uR91KkD3LMNVk5Bln0K1crJcOd68Ky/QUR7RIWKXu696OV+/WxTczC6w2huTr6Z/Vn7+fDEh/ww6ofrUkxtS/zXflqlr+LJ/U9yMOsgAPO7zOexno9dcqH9+/FMfjycDsCn03oQ6iVmOAa52/HMmGDe/iuG97bGE+As+npN7+uNrVXDBZMhwW5oLFTkV+iIzCwnLEC0gTiaWgLAoI5OzfNdZzKJHY23vSj6Lzp2RDZzNUqntiAviswJ8+O7fcmEpxSTVlxDoEvLCX1Gk8BnOxMBuOemDvTwdWRUiCtbz+Tw6/FzvHFblxZb93/ifxN02A4xG2HHa8iKklH+fBtM+Bx6zm6dmFqALVHZPPJLFIIgx/BHDIvu7IPyGpXI32ioVCrmd5vP1OCpLI1eyqqYVfja+vJA9wcY4TPihi0Vnhw8mYSyBFacXcFr4a/hb+9PsIPUJ+BySNemEhJtn8bup40Z26gjxYsvvsj+/ftJTU0lKiqKl156iT179jB79mwqKyt58cUXCQ8PJy0tjRMnTnDvvfeSmZnJHXfcAYBGo2H+/Pk89dRT7Ny5k8jISObMmUPXrl0ZOVK8IxQSEsLYsWO57777CA8PJzw8nPvuu48JEyZITV8kJG5A+nVwwM3WnLIaA7tj8y95XhAE/jqdzec970Dr5YshP5/MBf9D0OsJqG0Uk5xfea3Dbj6sneGuTeAzELRl8PMUyI+78usk2jUymYwX+r+AmcKMiOwIPj/xOXqj5HHUWrwd/jYHsw5irjDnw8EfsqD3gksExtJqPa+sjwbg8REdGdvlYhO0eYM60NvXngqtgVOZpchkMHeAX6PiUCvljAkVqzr+ijoHQLXOSGSG6MfYLE1fipLhp4nw15OiwNhxNNy3E9qQwAjgYWfByBDxvfg5PL1F17X+ZBYJeRVoLFTcPzgAgNkDxCY+f5zIokpn+K+XtywyGXSeCA/sE5vBGHWw/mHY+iIYWzGuZuJwUiFPrDnJeXOnXXH5vLrhDI10e5JoJBozDf/r/T8OzTrEb7f+xijfUTeswHieJ3s/SZh7GNWGah7f9TjFNfV31ZaQkJC40WnU0SI3N5e5c+cSHBzMiBEjiIiIYOvWrYwaNQqFQkFsbCxTpkwhKCiICRMmkJ+fz/79+wkNvWB2/NlnnzFp0iSmTZvGoEGDsLS0ZOPGjSgUF07WV65cSdeuXRk9ejSjR4+mW7durFixovm2WkJCot2gkMu4rYcHAH/WdmL9J2fOlZFaWIVgboHfN18jt7am+vhxcj/4sK4bdVZJNdW6a++b1WyY28LsX8GjJ1QXwU+ToDitydPllNZwOKmQ7Wdz+TMyixXhaSw/lEpxpa75Ypa4arxtvHm4x8MALI1eysy/ZhJXJAnM15oNSRvYmLwRBBm3ur7KLR1uqXfc+pNZVOmMBLlas2DEpYKcQi7jw6ndMFOKp17Dg13wcWy8Z/T4buL34dboHAxGEyfSi9EbBdw15vg4XIUHtckI4Qth4SBI3Q9KCxj7PsxcA+Zt00Ntbm1X7t+PZ1JSpeNURgk/HU7lyV9PcufSI7y96SzrIjOJzy3H0MQGGzqDic92xAPw4JAANBbinfxBAU74OlpSrjWw8dS55tmgy1Barb9y/GY2MG0FDH5W/Dv8G1g5FarbrxBy5lwp9/90DJ3RxKgQF+YFiX6jqyLS+WZ3YmuHd0OgkqukLPpalHIlHw35CG8bb85VnuPpvU/XNZ+TkJCQkLhAo8qllyxZctnnzM3N+eOPP644h7m5OV999RVfffXVZcc4ODjw888/NyY0CQmJ65hJPT35fl8yu2LzKK3W113kAfwVlQ3A8E4u2AUHovjwAzIffoTin3/Go2sX7C0tKK7Sk1JQSWePduzPamYDs3+HH8dBfiysmATztoLN5b1q6yOjqIpRn+2lRn/pBWtsThnv3V6/76VE63BPl3vwsPbgnfB3iCuOY8amGTzQ/QHmd52PSi6VIrU0KaUpvB3+NgDagpGsSVbx+CAddpbqi8YJgsCqCDGbblY/H+Ty+i/KA5yteXtSFxbuSeJ/o4KaFNPAAEfsLFUUVOiISCkiPLkQgDB/x6aLAZUF8MscSD8s/u13M0z8Ehz8mzbfNWJQgBP+TlYkF1TS863t/Du5bV/8hex3M6Wc23t5Nvo7bs3RdDKKqnG2MePugX51j8vlMmb18+G9LbGsjEhnel+fq9mUeonPLeez7fFsic7h9p6efDq9x3+/QC6H4S+Ba2f482FI3g3fD4bbF4NP/2aP70pEZZby1qazdPXSMLmnJ6Eetg3+jKYXVnHX0qOUaw307+DAZ3d0Zef2c7zSsRNv/hXLx3/H42przh19vFt4KyQkLqAx0/DlsC+ZvXk2R3KO8N2p73i056OtHZaEhIREm+LGznuXkJBoF4S429LJzQad0cSWWlERLpRKA4zvJnZethk+HKeHHwIg+9XXGCSIF+BJ+RXXOOoWwMoR5q4DOx+xpPHn2xudpbL8UCo1ehMOVmp6eNtxU6ATA2t93XbG5EklaG2QsX5jWXfbOkb4jMAgGPjm5DfcuflOSrWlrR3adY3OqOPZfc9SbajGTN8RXcEwqnRGVkZcWpp7MqOE2JxyzJRyJvf0+s957+jjza6nh9LFs2nZgSqFnLGhYin2ptPZHE4Sv+OaXCpdkQc/ThAFRrU1jP8U7tzQ5gVGEIW+eTeJTZEEAewsVQwJcubxER15d3JX7grzpY+vPVZqBVqDidVHMsgprbnsfNFZpTy79hR3Lj3C2M/30eut7by6/gwAjw8PvKRBz9TeXqgVck5nlnI6s6TR8ZfV6Nl2JofjaUXkltVgMonfv8n5FTy+OpIxn+9jS3QOAH9EZpGY18DjWOhk0c/XzhdK0mHZLbDnAzFb9Rry3b4kjqQWseRAChO+OsCoz/bxze5EYnPKyCuvoUZ/IR6jSSCrpJpDSQX8cjSduUsjKKjQEuJuyw939cFMJb73cwf48OAQsWT9+T+i2BOX958xxOeWs3h/MhtOneN4WhHZpdUYTdJxTqLpBNoH8mrYqwAsOr2Iw+cOt3JEEhISEm2Lq278IiEhIXEtuK2HJ7FbY1kXmcWMfmLGSHRWGelFVZir5Azv5FI31unRR6k+c4bKvfu448BqNvV+4PoQGQFsPcTmL0vHQm60WDo9c7X4+BWo0Br45WgGAJ9M686wYPE90xqM9HhjO3nlWs5mlxHq0TZLI29knCyc+GzoZ2xO2cy7Ee8SXRjNM3uf4duR36KUS4fyluDT458SWxSLRm1HVsIdnL8v++OhVO69ucNFTahWHxGFx/Hd3NFYtnyG6YRuHqw5msGW6GwqtWK53vkmMI2iLFv0XyyIBxt3UVx0blqGZWsxp78PIW42ONuY4eNgWW+mnMkkcOvXBzhzroyIlEJu6+FZ71wv/RnNqYySSx7v5qWpN1PR0dqMcV3d+PPkOVaGp9Ntql2jYn/yl1PsiMmt+1utlOOhMSe9qIrzOtgtXdwortIRnlzEkgPJDc/EdO8GDx6Av56CqF9hz7uQvAduXwR2LZ/9ZzIJhNcJ4A6cSC8hMa+Cj7bF8dG2C7YPaoUcG3MlZTV69MaLxT9vBwuWz+uLrbkKvf6CJ+2zY4LJLathXWQWj62OZNuCwXjYWVwSQ3Gljlk/iGLlP1HKZUzq6cnHd3Rvzk2WuIEY7z+eozlH+T3hd17Y/wJrJ67FycKptcOSkJCQaBNImYwSEhLtgvO+jBEpRWSVVAOwqbbxwfBOLliqLwgtMrkcj7ffBqUSl4wEfMpy2kzzF0EQ0BquMpvEwV/MaLRwgOyTsGgoZBy94svWHsugXGvA39mKIR2d6x43Uyrqshn3xF3aXEeibSCTyRjvP54lY5ZgobTgcPZhPjn2SWuHdV2yO303K2NWAjDG5QkEgy1dPG1x15iTX65lfeQFD76yGj0bT4kZ1bP7N3/JbH0M8HfAwUpNSZUozHjaWeBlf6nI8p+UZor2CwXxYOsFd//V7gRGEPeLPn4O+DpaXbYUVy6XEVab6RmeXFTvmNIqfV024tuTurD8nn5sXXAzJ14ZxfpHBqFW1n/KPHuA6Au5/lQWu2JzSS+salCm3OnMEnbE5CKXgaedBXKZ6P+YWigKjCNDXNj02E0snNObp0eLjQ9/P5FFfrn2CjP/A3NbmPIDTF4EahtIPwTfDYJTv3BJbXkzE59XTmGlDnOVnJ/u6c+xl0fy4dRuDAxwxMZcyfl/lc5oorBSh94ooFLI8HeyYkiQM/cM6sCa+8Nwsb20+7pcLuODKd3o4W1HeY2BZ9eerssC/SevrI+moEKLh8acfh0c8LSzQCGXYTAJrD2eKfkQS1wVz/V7jkC7QAprCnl+//MYr3GmsISEhERbRUp/kJCQaBd42FkwwN+B8OQiNpw8x4ND/C+USne9NItP6eyM9dAhVOzYyZi0Ixzq1PoXz2mFlTz48wkKKrSsfTAMX0erpk/mGgr374bVsyDvjCgWTPgces6ud7jJJPDjoVQA5g30u8QzbmiwMztj89gbl88jwwKbHpdEi9PJoRPv3PQOT+55kp9jfibIPojJHSe3dljXDYfPHebFAy8CcGfnO0mM9QNyGRXihqVawTubY1i0P5mpvb2Qy2Wsj8yiWi82fOnlY39NYlQq5Izt4lbnA9nf36FxfozFabD8VihJE+0X7toI9n4tE2wbYYC/I4sPpBBR62H5bw4nFyAIEOhizZxa4bAh9PG1J8jVmvjcCu758RggZiT6OVoytos7/xvZsd7/zZc7xcYlk3qIXot6o4mc0hoyiqtwsjYjyNWmbmxvX3t6+tgRmS42tnmqVnRsMN2ng3df+P0+yDoG6+6HM3/AhM8alAXfFA4liu9zXz8H1Eo5aqWcaX28mVbroWgyCVToDJTXGCiv0WNjrsLN1hzFZfxM/41aKeeTad0Z/+V+DiQW8HNEGneG+dU9/9fpbDadzkYhl/Hd3N5087IDxLLskZ/uJaWgkpOZJXUZ/RISjcVCacEnQz5hxl8ziMiO4IeoH3iw+4OtHZaEhIREqyNlMkpISLQbJvcUS9zWRWZyOrOUzOJqLFQKhnVyrne83ZQpAIzIOE56bmm9mQ7XiojkQiZ9c5CY7DLyy7W88EfU1fsf2vvB/L+h0wQw6mD9w5xe/BDZxeWXDN0dl0dqYRW25kpu73WpZ9zQ2gut4+nFlFbrL3leom0xyncUD3cXO0+/Gf4mkXmRrRzR9cGvcb/y0I6HqNBX0Me1Dw93e5wDCQUADOvkzIx+3tiYKUnMq2BPvOhhet6jcWY/n2vahXVCV/e638Ma48dYkAjLxokCo30HuHvzdS8wAvTt4IBMBskFleSVXerLuL/2/3xTYONKHmUyGR9O7c64rm4Eu9qgVsrRGUzE51bw5c6Eej08o7NK2RGTi0wGjwwXb+qoFHK8HSwZGOB0kcB4fh333yx6ZK4IT6NK14SOtg7+cM9WGP4KKNQQvxW+GQAnVrRIVuOh2lLpgQH1v59yuQxbcxWedhZ0crOtyzJsDAHO1jw3thMA726OIaVArFjIL9fy8p9RADw8NKBOYASxy3tPH/HvyPSSRq1PQuLf+Nv581L/lwBYeGohx3KOtXJEEhISEq2PJDJKSEi0G8Z2cUetlBOfW8HHf4ueTsNDLi6V/ifWN9+MwsUFja6S7umnyannwvJasPZEFnOWRFBcpSfUwxZzlZxDSYX8djzz6ic3s4ZpK2DI8wB0y1xF+tcTyS+4uOx56cEUQBRCrMwufb+8HSzxd7bCaBI4mFhw9XFJtDgPdH+AUb6jMJgMLNi9gOyK7Cu/SOISEvIq2J4l8OGxj3kr/C2MgpEJ/hP4ftT3nMwop1JnxMnajC4eGmzMVcyqLYn+fm8ypzJL/9HwpX6fv5aiv78jPg6WmKvk3NSxgcJY9ilYOgbKMsEpCOZtvib+fG0BjYWKEDdbAMJTLi2ZPv+911iREaCHtx3fzu7Ntv8NJubNsex/dhiP14qH726OIa3wYruOr3eJWYy3dvMgwNm6QesYHeqGj4MlJVV61jb12KFQweCn4YF94NkbtKWw4VH46bYGWW40FKNJICJFFBkHBTaxIVEDuSvMj4EBjtToTTz160kMRhMvrYuiuEpPiLstjw3veMlretZmHJ+sx3/zeqa0Sk9UZimbo7L5bm8Sn26Pp6xGuql4tdwWeBsTAyZiEky8f+R9TIKptUOSkJCQaFUkkVFCQqLdoLFQMTJEzLg7n3Xyz2yefyNTKrGbLJaRjk47cs19GY0mgfWpcl5Ydwa9UWB8N3fWPjiQ/40US7ff+SuGvPJmED7lchj2Ap/YvUy1oKa/8QTl346kLDcVgLiccg4mFqKQy7hzoN9lpxkaJL63V+rWKdE2kMvkvD3obYLtgymqKeKhHQ9RUC0JxI2hRm/kvpXh7DCtYk38KgAe6fEI7970LmqFmt2x4r4wNNi5zmLg7kF+KOUyIlKKeH2D2Hl4fFd37CzV1zR2hVzG2gfD2PLEYNw1DfBjTDssdpGuKgD37jBvS4uVyrZVznfg/nfJdEZRFamFVSjkMvr7O1zVOhRyGd4OliwYGUT/Dg5U6Yw889vpOp/G2Jwytp7JQSaDR4c33JpCIZdx781iJ+3F+1Mu8X0sr9FTWtVAwcglBOZvh1FvgdIcUvbCkpGwfCKk7L/qzMYz50oprzFgY65s8UZicrmMj+7ojo2ZkhPpJdy17Ah/n81FpZDxyR3d6/XS7OltB8DJ9OJWrXC4VqQWVDLwvZ10f/Nvbv36AA+vPMH7W2L5cmcCH26Nbe3wrgue7fssVior4orj2J2+u7XDkZCQkGhVJJFRQkKiXTHpH11BLdWKujLfy2E35XYAeufFkxGb3KKxnUdrMLLmSDq3fHmQXdni1+zjIzry1YyeWKgVzL+pA6EetpRW63lj49lmWafBaGJxYVem6V4lX7DD35SK4fth1KSfYFltFuOYUFc86+nAeZ6hwWLZ+d74/Ksv5Za4JliqLPly+Je4WLiQVJrE/G3zya+Smvc0lG92xVNktRiVTQyCSclLfd/hwe4P1pU9764V3P/p2+ausWBid1GcO58JNesaNXz5Ny625nRwaoC3a8IOWDEZtGXgM1D0YLRqf51QTdXV5H/5Jeeee568Tz+j6OeVlG3fTnVUFCbtlRuinBcQw/8lMh5KEsX5Ht522Jg3T3dwuVzGx3d0x1Kt4EhqUd338Fe1WYzjurhfUhZ9Je7o7Y29pYr0oiq2nckBxNLgtzadpc/bOxjx6d6GZ6bJFTDocXg4HHrOBblSFBuXT4ClY+H0b1BVf5OcK3Gorqu0Y6NLoJuCp50Fr97aGYCDtV6Qjw/vSGcP23rHd3KzwVwlp6zGQHJB22gK15J8sj2ec6XiDU1nGzN6+dgxurMrAL8czahrpifRdDRmGmaHiJ7Y3576VspmlJCQuKGRGr9ISEi0K4YGu6CxUFFarWdEiCsWasV/jlf7+JAf2AXnxGgUf/8Ft/ZrsdjKavSsikhn6YEU8mo7gFooBN65vRu3974gQigVcj6Y0o3bvjnIX6ezmdQjl1G1J/xNJT63gmq9kVSzIIpnbaZk9XQ6mjKoWTaWUsNjQC/uGdThP+fo18EBC5WC3DItMdnll71Ak2hbeFh7sHTsUuZvm09yaTL3bLuHxaMX42p1dZ+p653UgkoWn/4JpUs8mFRUpd/LKU0HZohaBemFVSTlV6KQy7g56GJB7r7B/vwRmQVARxdrevtem4YvTeL0b/DnQ2DSQ8fRcMdyUFu2dlSNRpeeTuZjj6ONi6v3eZlajUWPHlgO6I9V//5YdO2KTH1xdmn/Wl/GpPxK8su1ONuYAXAg8Xxpb/MKr94Olrw8vjMvroviw21xeNpZsDlKtDVoTBbjeSzUCuYO8OXLXYks3JPEyQyxEUyNXhQ0tBVaojNLGdiY7XDoALd9DUOehYNfwomfICNcXGRy8Owjfm4Ch4NzJ1BfWdS+4MfYsqXS/2Rqby+2ncllR0wu3bw0PDQ04LJjlQo53TztOJJaRGR6MYEuDStZb4/E55az6fQ5ADY9dhNdPC9kls76IZxDSYV8vSuR927v2lohXjfc2flOVsWsIr44np3pOxnlO6q1Q5KQkKhFEARO5J1gb8Ze8qvzKaopEpfqIqqN1VgoLDBXmmOhvPSnhdICS6UlLpYuuFu7424lLk4WTshlUs5efUgio4SERLtCrZRz90A/vt6dyNwGdgCtGTkOEqPxjtiFYHoNmfzqDwgGo4mY7HKiz5USnSUuMTnl6AzixZ6brTnzBvpgV3SWW7tdWtLdxVPDvTd34Pu9ybzyZzQD/B2uKoPmfEZVN28NQcGhRM7axIGVc7mJ0yxUfMxWq7H0dhn4n3OYqxSEBTiyKzaPPfF5l4iM0Vml2Jgrr64rtkSL4Gvry7Kxy5i/bT6pZanM2zaPpWOW4mbl1tqhtUkEQeCZDVtQOG0BYKDiFrZV+/LrsQzuvbkDAc7WdVmMfXztsf3XvhnibsvQYGf2xOUzN8z3mjZ8aTCCAHs/gD3viX93mQKTvgPltS3rbg4q9u4l65lnMZWVoXB0xH7WTIxFxRjyctHn5qHPzMRYVETVkSNUHTlCAV+BTIbc0hK5lVXdYj18GMEuocTmVhCRUsiEbh6YTAKHrsKP8UrM7OfNtjM57I3P5+FVJxAEMas8xL1pN3Hmhvnx3b5korJKicoqBcQMTL3RxJlzZcTklDdOZDyPnQ+M/1j0bDzyA8RtgbwzkHlEXHa/LY6zdAJ7X7DzBccAcO8BHj3F0nuZDJ3BxNFaz8uLmr4YdFAQBznRUJ4tCpgyWe1POfCP388/rrIURU21FTKFOXZVycgyj4JMEEVzo17MwFRbI1Nb8tkYDRs9DYzpoEKZvBPKzkF5DlQXi3Miq51bxv1qBVqZA6fSPbijz/XrS/rFzgQEAcaGul0kMAL8b1QQh5IO89uxDB4eGoC3Q/u7+dCWOJ/N+P3p71l4aiEjfEZIAoSERCtTXFPMhqQN/J7wOymlKZcdV86lTTOvhFquxsfWBz9bP/w0fvjZ+uFr60s35243/L4viYwSEhLtjgUjO/LIsMB6vZbqw3HcWCoWf4ldWQFV4eFYDfxvse1KCILA9EXhHE8rvuS5QBdrHhjsz209PJEJRjZvvnw59IIRQWyNziGtsIqPt8Xxxm1dmhzTqVqRsXttF82eQX7smbGGFasWMFfxN2NrtsI3fWHMu9D1jtoLrksZGuwsioxx+Tw89EKmzabT53h0VSQeGnMOPj+8bYoqNzjeNt51QmNGeQZ3b72bH8f+KAmN9bAxKpUzhoUozIz0c7mJW7R9MXRyZmdsPh9vi2PhnN4XSqU71W/J8MX0nkSkFDIypA1mjOprYMNjEPWr+PfAx2HkG6J/aztCMJko+HYhBd98A4KARffueH75BSrXi99zQRDQpaRQFRFBZcQRqiIiMBYXY6qsxFR5oRy2JjqaOyfcxYvKrkQkFzGhmwcxOWUUVuqwVCvoUevV15zIZDI+mNKN0Z/tpaxG7ApdXzOShuJsY8bcAb4sOZBCNy8N/xsZxNBgZz7fkcCZc2XEZpddXcA2bjDiFXEpzYTEHZCwHdIOimJdVYG4ZB2/+HVWLuDRk1I0vC7kYWYhJyh8Mxi1kBcD+XGiMNhElMAQgPoTWcXQgVkAB64830hgpBnUnDaD0j7g1VfM1HToIHZdt3a57HHyiggCVORBYeKFRVchCqJypViqLleJwqyDPzgGgsZLfLwZicspr8ucfWLkpZ+5vn4O3NzRif0JBXy9K5EPpnZr1vXfiMztPJeVMStJKE5gR9oORvuNbu2QJCRuOEq1pRzIOsCu9F3sztiNvvbYY6G0YLTvaALtAnGwcMDBXFzMleZoDVqqDdXUGGqoNlRTbbzwe42hhgp9BTmVOeRU5nCu8hx5VXnoTDoSSxJJLEmsW7eVyorDMw+31qa3GSSRUUJCot0hk8lQKxt+8u/v6chi755MSDlMwa9rr1pkPJlRwvG0YpRyGQP8HQn1tKWLh4Yunhr8HC3rBDi93vif81ioFbwzqStzlkSw5mgGz4zthHU9nZ8bGhNA939cJA8N8eTQXQvZeGYXEzI+RlYQB3/cB5E/i2Kj26Wiptj85QzH04opq9Fja67iSEoRT/5yCoBzpTXkl2txsTVvUpwSLYuntSc/jv2Re7bdQ0Z5Bi8deInFoxdLovA/qNIZeP3AByis8rCQ2/PeTW9weNdhnhrZkd1x+WyJzuFwUiGHa0s+h19GZNRYqhgd2gYF3MoCWDNbLHeVK2H8J9D77taOqlEIgkDlgQMUfPMt1SdPAmA/ayauzz9/SQk0iMcEM39/zPz9sZ85E8FkwlhYiKmyEmNlJUJVFZXhERR88w09Nq+ga9j9hCeLJbLnu0r37+DQ4BtXjcVNY85bk7qw4JeTjOvifklGWWN5aVwId4X54e1gUbdvh7iL/o6xOY3PxrgsGi/xs3P+81NdAiXp6AtT2HvkGJalifQ3S0eRHwOVeZCwDWdguhIQgJP/ms9MA66hYO9X+4AAgql2qf39/GMmI+irQVcJukoEXQXVFaVYWNkiU6hAoQaFEowG0FfWjqsCQzVYOopiqY2H+NPCXhQMhQvr0+bGUZV0GHtZhSigph28KFRBZUmVpQeWGmdkFvZgbifOY1H709xO/F1tDWVZFwuKhUmi/2ljUKhFcdMxEBxrhUeHALB2rRUlFeL+LFOI26otpaqsiIxz2Wh1Wjp16YXaNeQiK4QvdsYjCDCuq9tlM2cXjAxif0IBa09k8vCwAKlS4SrRmGmY03kO3536joWnFjLSd+QNn9EkIdHS6E16EooTCM8OZ2/GXk7mn7zIFzXUMZQpQVMY12EcVqrm+Y4zmAxkV2STWpZKWlkaqWWppJalYq4wl865kURGCQmJGwB7KzXhwYOYkHKYyp07MZaUoLCza/J8f5wQvdgmdHPn8xk9ryq2QYGO+DtZkVxQyd9ncri9l1ej56jQGojPEy8se/4rE2dgoBMETgPDJDj0Jez7SDT3/24QOIdA6CQInQzOwQD4OFrWxXMwoYCOrtbc99MxdMYLB+vE/ApJZGzDuFm58f3I77l9w+0cyTnCn4l/Mrnj5NYOq83w7ObV6K1EQeHDwe9iby76KXZ0teb2Xl6sPZ7JI6tOoDWY8LSzoGN78mvLPQtrZkJxqijoTFsOAcNaO6oGI5hMVOzeTcHC76iJjgZAZm6O22uvYTd5UoPnkcnlKJ2dwdm57jGLPn3QZ2ZQun4DLxz7mcesnSms0Nb5Md7U0fly0zULt/XwpLevfZ0P5NUgl8vwcby4tPW8iBSXW47BaEKpaAFhw8KOc1ozHtpbzqmMAcAAxnd15+t7OyHLjYbsU6zeH01GUTWjQ93o4a0RRTGnjuDaRSzJbuLFl0GvZ/vmzYwbNw6V6uqb85gBw9/djnl5CouGGgnQxUFREhSlIpRlItNXYVWaCKWJV5yrfmTi9joGioulgyicmgziYtBCaYYoShangrG2nLzgP1I1/4UlEHz+jwgQkCFz6AAunSlSuxEcU4Snwpz57t3gdDKYWYOZjSiMmtmAuYbePo511g9f7kzkk2ndm7i9EueZ23kuK8+uJLEkke1p2xnjN6a1Q5KQaJMIgkC5vpxKXSVVhioq9eJPpUyJl40XzhbOKP6V4V1tqCarPIvUslROF5zmdP5pzhScocZYc9G4jvYdGeI1hNG+owlxDGn22JVyJd623njbenMzNzf7/O0dSWSUkJC4IZAHdyLpkAcBZeco+/tv7KdNa9I8WoORDadEE/UpvRsvCP4bmUzGxB4efL4jgQ2nzjVJZIzOKkUQwF1jfnnxT6kWvba6TIHtr4p+W/kxsCdG9GxzDoEOg8GzN5N9NXxSIPD7iSxic8oordbT08cOS7WCg4mFJOVXXuy1JdHm8Lb15pEej/DJ8U/46NhH3Ox1M04WN/b/rLhSx49HTrKn8BtkShjiOpWhvjeh118o4fzfqCA2nDpHUaUOEO0D2s0d6TN/wp8Pi1lddr4w+7e6mwftgZr4eM4982xdYxeZhQX206fjMG8eKtf6s0kbg0wmw+3116mJjcM+Lo4Xj/7EgdiBHEmpFRlbwI/x33jZt5znnbe9JZZqBVU6I6mFlQS6NK5zdUM4lFTAY6siKazUobFQUaUz8FdUNn387Jk3qB/Vrr15bf3f6Iwmpo0eCg3pfN6K9PB15K8oHX+bdeKhMQ/VPX4iKYenF2/CXVaIhkq8LLTM6WaLr6VOLBmvKYHqYrQVRegqSjCz90Tt2vGCoOjYUczWVDXwZpzJWCs4JolL0T9+VhXVZnYaMBr1YDRQiTnlWFImWKJV2mAwCXQQMnGUlUNRMhQl4wA8cf4qb9+qy6/bzJZvbTqwVWVD6mk3sjvcinvPce3Su7WtYKu2ZU7nOSw8tZDvTn3HKN9RUjajxA1PTmUOJ/NPklKSUpf9l1aWRoW+4rKvUclVeFp74mHtQYW+gszyTIpqiuoda6OyoYdLDwZ7DWaw12A8rD1aalMkGoAkMkpISNwQBLjYcNw1mICyc9TExDR5nl0xeZRW63GzNW82oW1id1Fk3J9QQGGFFkfrxmW6nC+VbpCfmEMHmL5CLHuL2ywKE0m7RMExX3xfHgPmmlkRl+SNTlCislLTy8aZlKIaNipcOHfOAWhY0x2J1mNO5zlsTtlMTFEM70W8xydDP2ntkK45giBwPK2YlRHp/HU2FpXn98jNKrHEh09HvXDJeE87C+4c4MviA6I5+OVKpdsUJiPsegsOfCb+3WEITF0GVteus+/VosvMJH3+fIz5BcitrLCfMweHu+5E6eDQrOuRW1jg9dWXxEycTOeiNPa//wE1gRNwsjYjyLUdZazWg1wuI9jNhsj0EmKyy5tVZBQEgcX7U3h/ayxGk0Bnd1u+n9ubHTG5vLHxLO/8FUM3LzuqdUZ0RhMeGnN8Hdt+E5GePnb8FZVNZPrF/spLI86RIrjTIbg7ScVVbMmtYEk4/G9kELcO9GBzdDabTmVzttb/0t1kzi9Twi7JLm0wcoUoStr7QeCIyw57bOVxNkflMKKTCzP7+dDd2w5nGzNSCyqZueIYRblZdFZmcldAJQlJiVjLqpnYyRZbuRa05aIvpLbiHz/LQVuGpfYUt59PFvprLezUQOfboMtU8Lup2b0ibwTmdJ7Dz2d/JrEkkd3puxnhe/n/q4TE9YYgCKSUpnA87zgnck8QmRdJVkXWZcer5WosVZZYqaywUFqgNWrJrshGb9LXlSH/ExuVDV42XoQ6hdLNqRvdnbvjp/GTxPw2hCQySkhI3BD4O1tx2Fbs8qyNT2jyPL/XlkpP6umJQt48GU7+ztZ09dQQlVXK5qhs5ob5Ner1p+rxY7wiFnbQY5a4VBdD4k7IPAZZxxCyT2NnrKS/LFYcawSSxLKsYBVUR20Cmwcg7BHRHL+p1JRBYQIUJIo/K/PBXAMWDmJpmYWD2MXUOUT03pJoFEq5kjcGvsHMv2byd9rf7E7fzTCf9lM6e7UYTQLzlx9lT1w+MmUZlj6LkJsVoFG6sGL8d6gV9WfqPDIskD9PnkMmg7CANi7UVRXB7/dC0k7x77BHxQYv7Wh/MRQU1AmMZkFB+Cz/EaW9fYutT+3jQ9GCl3B7/yVujt7DQ5V6tGNubT8Zq/9BiLstkeklxOaUcWv35sniKK3W8/zvp9kSnQPA7T09eWdyVyzUCu4e6Mex1GL+isrm0VUnGBoslpyHBTi1i/ezp48dAJEZJQiCgEwmI7u0mq212/rMmGB8HS15df0Z1h7P5JPt8XyyPb7u9Qq5DI2FiuzSGmb+EM6a+we0WIdmrcHI3rh8QGzi0q22yRuAn5MV6x4exNO/nWJLtIZ9cQD9mNDNnTmzel1+UoNWzHwsSCAnJZoD4Ye5WX4a15oSOPGTuFi7QZ97YOBjF/k9Svw3tmpbpgVPY0n0EtbErZFERonrGr1JT2xhLCfyTtSJisXai2/eyGVyOjl0opNDJ3xtfcXFxhcvGy/MlZdmfRtNRnKrcsksz+Rc5TmsVFZ4Wnviae2JxuzqfI0lWp72cxYqISEhcRUEOFuz2lZs0qBNSKi7oGgMhRVa9tR2nJ3a27NZ47uthwdRWaVsOHWu0SLjyX91lm40FvbQdaq4ADKDjkVrN5CacIb7b/LBz94MjHrScwuoCF9OZ3kaHPwcIr4TGwL0ux8cAxq2LpMRTiyH/Z9BaXrDXqO0AI8e4NkbvPqA/zBRJJW4IiGOIdwZeifLopfxdsTb9HXri7W6fWdsNZSjqUXsictHra7EIfBHKoUC3K3cWTpmKV42l7clsLdS8/f/BiMIApbqNnyalHkc1s6DkjRxH7nt67p9uL1gLC8n/f770aelo/L0xHvxDy0qMJ6n69TxfL5uD7PjtjMx5SB8d5DkXUvR3DYR2/HjUbnV39DHVFND2eYtVOzdi3mnYOxmzLgm8TaUEDcxezEmu3mav5zMKOHRVSfILK5GpZDx8vjO3BnmW3fslMlkvD+lK2ezy0gpqGT1kQwABrZ1cb6WUA8NSrmM/HItWSXVeNlb8nN4GkaTwAB/hzqfy4/v6E7/Dg68sj4ancFEWIAj47t6MLaLGwajiRmLwkkuqKwTGluiLP5wUiGVOiOutmZ08bj0AtvKTMm3s3vx7Z4kPv47DrlMxhMjrtDFXGkGLiHgEoJb54mszTrMs8kFfNq/gkmKw3B2PVTkwJ534fiPMPJ16HpHu+tS31pMC57G0uilhGeHk1KaQgdNh9YOSUKiWajSVxFVEMWJ3BMczzvO6fzTVBuqLxpjpjCjm3M3ern0opdrL7o7d29U0xWFXIGHtYdU9txOacNnzxISEhLNh7+zNZnWLhhlcigrw5Cbe9kLycux/uQ5DCaB7l6aZve7mtDNg3c2x3A0tZjM4qoGX6TkltWQXVqDXAbdvJrpzp5Szf0zpiIIUy4SYm0qdQzeF8wI+QkW+e5GkX1CFBojvgPPPtB9BoTefvkyzXORsOlJOHfiwmNWLmJTAMdAsHEXO3JWF4sZWlWFUBAvPpZ+WFwAlOZiKVfPueA7SLrguQIPdX+IHWk7yCjP4PMTn/PygJdbO6RrwpaobGSKChwCl1EpnMPV0pUlY5b8p8B4HgerNuxHZjLB4a9h5xtiAwk7X5j+M7h3a+3IGoVJqyXzkUfRno1B4eiIz5LFqFyuTXm6k7UZEYNvJ8HOi5Hpx7ipIBZtfDx5H31M3kcfYxYUhFVYGFaDBmLZpw/6nBxKfvmFknV/YioTS2TLt22j4PtF2N1+Ow5334Xax+eaxP5fdKoVxWKzG9nZ+F8IgsCSAym8vyUWg0nA28GCr2f2qjdb3sZcxcI5vZj0zUFq9GKDsDafAVyLuUpBZw9bTmeWEplegpO1GasixJtfdw/0u2jsHX28Gd7JBZlMdsn3w6r7BjBj0WFSC6uY9UMEa+4fgIedRbPGuiMmF4ARIa7IL1NFIZPJeGRYIEODnTGaBDq6Nu48ZVIPT8KTi1iY6smk/30J4z6GmA2w4w3xpuC6+8Xj/dj3wGfAVW/T9Y6HtQdDvIawJ3MPv8b9ynP9nmvtkCQkrgqTYGJ17Gq+OPHFJaKirdq2TlDs6dKTUMdQVIqrb9Il0T6RREYJCYkbAm97C1CryLR2xrc8F21CQqNFxj8iMwGa1JzlSrhpzOnfwYHw5CI2nsrmoaENyww8Xyrd0cUGK7Pm/Ur/d6anvZUaRyszdlb2Jmb843TRnoDD34iejlliqTVbnxc94VxCRH8phw5g6wlHF8PRJYAAZrZUDnoOy75zkF0pI9FkEkupa0u5ST0gCo+nfxEXez/odSf0f0gq5boMFkoLXgt7jXv/vpdf435lvP94erpcXVf0to7JJLDlbCoWPoupFHJwsXRh6ZileNt4t3ZoV0dFPvz5ICTuEP/uPAlu/aLdZfYay8s59/wLVB05gtzKCu9F36P287umMQwIcGJFfij53fpxz709Kdu2jdING6g+fgJtfDza+HiKli8HpRIMhrrXqTw9sR03joqDB9CejaF41SqKV6/GZtQonB97FLOOV8gea0GCazMZz5XWUFqlR2PZ+As8vdHEwytPsP2sKGqN6+rG+1O6YWt++bk6udny9qSuPP3bKTq52TS7wNaS9PS2qxMZq/VGiqv0eNpZMDLE9ZKxl/NLdtOYs/r+AUz/Ppz0oipm/hDOHw8NbLS/8uUQBIEdZ8UqilH1xPVvQuvJdGwIt3Rx59X1Z4jLLSc2p4xObrZidnSnCRD+Lez/RLxJuHSM+NiI18A5qEnrulGY3mk6ezL3sD5xPY/1fAxLlXSeItE+yavK49WDr3Lw3EEAXC1d6eXai94uvenl2osAuwDJE1GiDumTICEhcUOgVMjxdbQi9XzJdHz8FV5xMXE55URnlaFSyJrN6+rf3NZDLME+3726ITSq6UszEOAsltom5ldCwHCY8zs8GQtj3gP37mJmVdJOMdNq89Pw8xT4doAoMiJA12kcHLuF0M0deOSPJAxG03+vUC4XO+T2nA0TPoNHjsC9O8UybbUNFKfCzjfhu5sg42hLb367pb97fyYFTkJA4PVDr6Mz6lo7pBbleHoRZTYrUJjn4GjuxNIxS/Gxbf1Ms6sifpv4OU/cIWbzTvgc7vixXQmMgiBQunETSePGUbFzJzKVCq9vvsEiNPSaxzKltxdWagVz+vui0GiwnzYNv59/puOhg3h+9il2d9yBytNTFBjlcqyHD8d70fcEbP8bl6eepMPvv+Pz4zKshgwGQaD8779Jvm0S2a+8gj4v75pvD4CtuQove1Hgi81pWjbjX6ez2X42F7VSzluTuvDNrF7/KTCeZ2pvL9Y+GMaSu/s2ab2tRU8fsdw9MqOYHw+mAjA3zBelonGXSO4aC1bfPwAvewvSCqv4YmfTvZ//TXRWGTllNViqFS2aJaqxVNX5av4Z+Y/zEJU53PwkPHZCvKknk0PsJvi2P6x/FEov39DhRmegx0C8bbwp15ezJWVLa4cjIdEkdqTt4PYNt3Pw3EHMFGa81P8ltk/dzoeDP2R6p+l0tO8oCYwSFyF9GiQkJG4Y/J2sSK1r/tI4kfH3E2IW47BglxYrpbylixsqhYyY7DISchvmqXUqswRoZNOXqyDARfRTScqvuPCgjSuEPQwP7IOHI8QSq7BHIXic2LRFaQGuXeGujTDlB5adFkssNkfl8OK6KARBaHgAMpnoy3jrF/B0HExaCDYeUJQES0eLZV2G61tAaypP93kaB3MHkkuTWRK1pLXDaVE+PfItKpuzyFDy5fAv8LVtx93Qi1Nh9UxYNU30R3MKhvt2QZ954v7QTtAmJZF+9zzOPfMMxvwC1H5+eC9ZjNWA/q0STw9vO868OZZ7brrYJ01pb4/tLbfg/tabBOzYTsCOHXTctxfvb7/BevBgZLX2DDKZDKsBA/D5/nv8N27AZtQoMJko+W0tSWPGkv/lV5gqK6/5dnVyE0umY5pYMr3+pCgYPTgkgLkDfBvlXdzHzwHPdpTFCP9o/pJewtnsMsxVcmb0bVrGs6edBR9N7Q7Aqoh00gurmiXG7bWl0oM7OmOuatlOz5N6ijc7N546h8n0r2OzjStM/AoeOiQe3wUTRK6Ar3rB9lfFZm4SFyGXyZkePB2ANXFrGne+IyHRiuiMOvZm7OXJPU/yvz3/o1RbSohDCL9O+JUZnWa0i+ZeEq2HJDJKSEjcMLjampNmI2Yy1iQ0PMvAYDSxLlK88JrSu/lLpc9jZ6lmSJCYRdCQbEaTSeB0RikA3b2vTae185mMF4mM/8SlE/S7D8a8AzNXwyPh8FI2PHQAOgymtErP3nixQ6ZcBr8ey+S9LbFNO/FWW4ndsR8+DN1miBc8Bz6FH4ZBTnRTN/G6RWOm4YX+LwCwKGoRSSVJrRxRy7AnYw/RVb8BMNX3cbo5ty+vwjr0NbDnA/imP8RtBrlS7PB6/25wvfaZf03FVFVF3iefkjxpMlUREcjMzHBesIAOG9Zj1a9fa4f3n8hkMtReniidnP5znFnHjnh99SW+q1Zi0aMHQnU1Bd9+S9It46g4ePAaRSsS4i6WTMfmNL75S2GFln0JBYDYjOxGwMfB8qIbh5N7emJn2fQbiWEBjgwOcsZgEvh0e1xzhMiO2tL1kZ2vXCp9tQzv5IKNmZKskmqOpRXXP8glRDy+37MNfMLAUAMHv4Cv+8DJ1aLNiUQdtwXchpnCjNiiWE7ln2rtcCQkLovBZGBf5j5eOvASQ38ZyqO7HmV72nZkyJjfZT4rx63E386/tcOUaAdIIqOEhMQNg6O1mlSNKDLqEpMQ/uGz9V8cSCwgv1yLvaWKYcEt25hgYm3J9PqT5+qEN4PRRGJeBdmlF5ssJxdUUK41YK6SE9xIg/emEuBSKzLmNSJD5x93O7edyUFvFAh2teH9KaL4s2hfMt/tTW56UBZ2cPv3MG0FWDpCbjQsGir6Rxkb9j++URjjO4YhXkMwmAy8fuh1TML1dTGYUprCs3ufB5mAqSSMZwbe2dohNY2kXaLNwJ53xQt4v5vhwYMw+m1RXG8HCIJA+Y4dJE2YQOEPP4Bej/WwYfj/tQmnBx9Arm7DzXWaiGWvXviuXoXn55+j8vbGkJdHxvx7yX3vPUxa7TWJoS6TsQki4+boHIwmgS6etnU3lK53ZDIZPf9RCXDXvxq+NIVnxwQDsP7UOc6eu7rsvsziKs5mlyGXiQJgS2OuUjCmi3ie9OfJK5RB+wyAeVtg5i/g4A8VuaJn7LKxcO5ki8faXrAzt2Os31gAfon7pZWjkZCon/jieGb+NZNHdj7ChqQNlOvLcbZwZnbIbNZMWMOC3gukRi4SDUYSGSUkJG4YHK3U5Fg6oFepEXQ6dOkZDXrdhpNiVuHE7h6olS37tTkyxAULlYL0oiru++kYYz/fR+dXtzHy070MfH8XX+5MqCthOlmbxdjVU9No/6imElh74ZlSUFmvn+JvxzKYt+wI+eX1X1BvPC2+l7d2d2daH29eGhcCwAdbY1l9JP3qgus8ER4Oh+DxYNKLXo3LxkLh9Zmx1xRkMhkvD3gZS6UlJ/NP8mvcr60dUrNRoavgid1PUG2sxFDlx82O87FQt2xpYbNTWQh/PAArJkNxithxfepS0WrApVNrR9dgdBkZZD74EJmPPobhXDYqDw+8vv0G74XfovZquWzwtoBMJsN27Bj81/+J3cwZABQt/4nUqXdQExvb4us/n8kYl1OG8d/lrldgQ62odFt3z2aPqy3T20/0ZRzg71An0l4NXTw1TOjmjiDAx39fXTbjzhjR37OPr8M163o/qfZm5+aobHSGK9yIkskgeKx47B3xGqisICNCvNG3cQFUFbV4vO2BGZ3E74JtqdsoqpHeE4lrT1phJZtOn2PNkXQW70/ms+3xfLg1lrPZJSyOWsz0TdOJLYrFVm3LrE6z+HHsj+y4YwfP93uezo6dWzt8iXaG1F1aQkLihsHBygxBJifXwROv3BS08fGY+Xf4z9cYTQK74sST/HFd3Vs8Rku1ktGhrqw/eY4dMReaB5ir5NToTXy6PZ6orFI+mdadkxliKVN3L7sWj+s8HnYWmCnlaA0mMour8XO6kFVlMgl8uC2O/HItX+5M4K1JXS56bUGFlkNJhQBM6CaW4t032J/iKh3f7knixXVROFqpGR3auK7fF2HtAjNWwqk1sOVZyDwKCwfBqDeh771iI5kbHDcrNxb0XsC7Ee/y+YnPGeo9FDerq3jP2wB6k55n9z1LSmkKcqOGmszZjJvWjjpJC4LYLX3rC1BdBMig/wMw/GUwuzZZys2BIT+fwqXLKF61CkGrBZUKx3vuETMXLdqXV9/VIre0xP2117AeMoTsl15Gm5BA6h3TsBwwAKWzs7i4OKNy98CyT28UtlcvbgH4OlrVHS/SCivxb2BGYlZJNUdTi5HJYEL3lj/WtSXuHuiH0ShwezPaoTw1Opgt0Tnsis3jaGoRff0cmjTPjpjzpdItn8V4nrAAR5xtzMgv17IvPr9hZdpKM7E5TLfpoj9j9Fo4vgzOrBO/x/rcA/J2dtOnGeni1IVQx1DOFJ5hXcI65ned39ohSdxAVGoNTPjyAOXai6t7ZKoCfkr7DZl5GgBDvYby2sDXcLL4b4sQCYkr0airrYULF9KtWzdsbW2xtbUlLCyMLVvETll6vZ7nnnuOrl27YmVlhYeHB3feeSfnzl3sK6bVannsscdwcnLCysqKiRMnkpmZedGY4uJi5s6di0ajQaPRMHfuXEpKSq5uSyUkJG54HK3FLIB0TW3zlwb4Mp5IL6akSo/GQkVvX/sWje88z43txD2DOvDs2GCW3NWH/c8O4+wbY/lwSjfUCjnbz+Yy6euD7K/1zupRa1x/LVDIZXUXrf/2ZTybXVaXwfjL0QzOlVxc3r2lthSvm5fmInHymTHBzOznjSDAE2tOEp1VenVBymTQY6ZoTt9hCBiqYcszYhmXZLoOwPTg6XR37k6lvpI3D7/Zrs3oTYKJVw++yv6s/ajlZpSnz0El01yT0sJmobpEbOqy7gFRYHQJhXt3wC0ftBuBUZ+bR86775I4chRFy5YhaLVYDhiA//o/cfnfghtOYPwnNkOH4r9hPdbDhyPo9VTu30/pH39Q+P335L71NpkPP0x82EBSZ8+h4LvvqTl7FpNOh6GgAG1yCtUnT1Jx4CA18fEIev0l8+tSUylc9iNp8+aRfv/9aE8cr7PPaIwv48ZaH+D+HRxw19xY/y9LtZLHRnRs1qY1HZysmNZHvNHxQRN9h8tq9IQnizfmRoa0vB/jeRRyGbfW3ghc3wB/6IvQeMLUJXD3X+J3WU0JbH4avh8CaYebP9h2xPlsxl/jfsVoMrZyNBI3EsfTiinXGrA2UzIyxIVJPTwY26cCm4AvkZmnIRjNuSvwOb4c/uUVBcbCCi1f70ogrgmWHBI3Do3KZPTy8uL9998nMDAQgOXLl3PbbbcRGRmJl5cXJ06c4JVXXqF79+4UFxezYMECJk6cyLFjx+rmWLBgARs3bmTNmjU4Ojry1FNPMWHCBI4fP45CId7hmjVrFpmZmWzduhWA+++/n7lz57Jx48bm2m4JCYkbEMfaUqNEKxcG0rAO0+ezCIYFO1+zkmQPOwtevfXS0oRpfb0JdrPhwZ+Pk1xwwRPxWmYyAgQ4WxGTXUZSfgUj/nHhszv2Qualzmji2z2JvD2pa91j5y9iz1+8nEcmk/HmbV3ILK5mf0IB9y4/xvpHB+Fqa351gdp5w9w/4ehi2PaCmCnmHAw3P3V1814HyGVyXg97nWmbprE/az8/nf2Ju0Lvau2wGo0gCHx49EM2JW9CKVMy2O4p1tXYMjjEGWuzdlCsUZAAq2dAYSIozGDoczDwcWgnvkeCXk/ex59QvHo1gk7s6m7evRvODz+M1eDBUvfJWpSOjnh98zXVx4+jS0vDkJ+PIS8fQ34+2qQkdMnJVB8/TvXx4+R//vnlJ1KpMOvQAbOgIBR2dlQePIguJeWiIZX79vNwSB/e8hhObHZZgzPw19fZgtxYpdItyRMjOvLHiUyOpRWzOy6P4Z0aJxTujctHbxQIcLZqcEZqc3FbDw+WHkxh+9kcKmrFiUbhdxM8sA+OLYXdb0NulGhf4nsT9L4bQm4F1VUe49sZY/3G8vGxjzlXeY69mXsZ7jO8tUOSuEE4miqW6I/q7Mpn03uQVZHFjE2PI8h0WAvB5CRP5odkB/o45TP0P7zn9yfk8+Svp8gv1/LrsUx2PTXkml0bSbQvGvWpuPXWWxk3bhxBQUEEBQXxzjvvYG1tTXh4OBqNhu3btzNt2jSCg4MZMGAAX331FcePHyc9XfTZKi0tZcmSJXzyySeMHDmSnj178vPPPxMVFcWOHTsAiImJYevWrSxevJiwsDDCwsL44Ycf2LRpE3FxzdOlTUJC4sbE0doMgBgL8QDaEJHxvB/S8GuYRfBfdPe2Y+NjN9G/g1h65Wprhpf9tc06Od8QIDHv4kzGPbVdo893Jf3laAZZtdmM2aXVdSc547tdetGrUsj5elYvAl2sySmr4d7lx6jSNUPTFrkc+t8Pt3wo/r3zLYjdfPXzXgcE2gfyfL/nAfjs+GeczDvZugE1gUWnF7EyZiUAb930FmcSxc/eLV3aQfl34k74YYQoMNp6idmLNz/VfgRGk4nsl1+maPlyBJ0Oi1698F6yGL81a7AeMkQSGP+FTCbDsk8f7KZMwenBB3F79RW8vvqSgM1/EbBjB26vv4b18OHILC3PvwC5rS0qT0/MgoKQW1uDXo82Pp6yTZso/vlnUWBUKrEMG4DrC89jN2M6KBT4xBzju10f47HsSwyFhVeMLSG3nJjsMlQKWfvYd9oJbhpz7h7kB8AHW+LQGhqXvXahVPran39089LQwcmKGr2Jv8/kNG0ShVI8/j52AnrdBTI5pB2AP+6FTzvB1hfFGy03COZKc27veDsAq2JXtXI0EjcSR1LE8+++fg5U6at4fNfjlGhLCHUMZcv05YzoGITWYOL+n46zvbab/T/RGUy8uzmGuUsueK6nF1Wx6XT2Nd0OifZDk2/zG41GfvvtNyorKwkLC6t3TGlpKTKZDDs7OwCOHz+OXq9n9OjRdWM8PDzo0qULhw4dYsyYMRw+fBiNRkP//v3rxgwYMACNRsOhQ4cIDg6ud11arRbtPzr3lZWJ3dz0ej36espLrgfOb9f1un0SEs2NlRLkMkizre0wnZ6OtrwcuXn9d9PTiqpIzKtAKZcxqINdo/e1ltpHNWZylt3Vi7UnsghyscbQwC7ZzYWfg/h+JeZV1G1bcZWOyHTRI/KpkYHkllYTnlLM1zvjeXNiZzaezEIQoLePHc5WynrfE0slfD+7B1O/jyAqq5QFayL5anp35PJmECt63Ik8JxrF8aUIf9yL4a4t4CIZWU/qMIkj2UfYlraNp/c+zaqxq7A3vza2AFfLbwm/8fXJrwF4pvczBJrfRHzuQZRyGUM6OjR4v7vmx1JBQH70e+Q7XkUmmDB59cM45UfRT7QdHc8LPvmE0vUbQKHA7cMPsBo1CplMds2/j64HZK4uWE+ZgvWUKQh6PaaqauTWVsgUFzzsBEHAkJ2NLiEBbUICxvwCLHr1wmJgGAobsTzaBrCdOZPEdz9CHXGQ7pG7SJ2bivfqVcjPi5f1sO6EaFt0c6AT1mpZmzyvbK/nvPcO9OWXIxnE5ZbzxoZo3qinSqE+UgoqL1RSdHRsle2+tasbX+5OYv3JLG7tehVCp1oDt3wCg55CfvJn5Cd/RlZ+DsK/QYhYiKnX3ZiGvAAW7ePYczVMCZjC8jPLiciOIK4gDn+Nf2uH1Ky01/30ekZrMHEyowSAnl42vLT/JeKL43E0d+Tjmz/GSqnmi2ndePK302w7m8f9K47h52BJR1drglys8XO05MfD6USfE7WVWf280FioWLg3hW92J3BLZ+fmOU+XuGY0dT9tzHiZ0EiTkKioKMLCwqipqcHa2ppVq1Yxbty4S8bV1NRw00030alTJ37++WcAVq1axbx58y4SAwFGjx5Nhw4d+P7773n33Xf58ccfif9XhlFQUBDz5s3jhRdeqDeu119/nTfeeOOSx1etWoXlf5xYSUhI3Fi8dFRBhR7Wb38ddVUlaY89ivYy3U73ZMtYl6qgo62JR0Ov0GHxBiKrEj48rcRSIfBuXyMyGRwvkPFTggJ3S4HnuxtJLIOvzihRyARe7mnkx3gFaRUypvgZGez+34ed5DL4+qwCoyCjh6OJABsBOzOwVwvYm4F1ExO9ZIKBsMSPcK6IoVLtzL7g19Ep24fnXUuiFbQsLF9IgamAjsqOzLWai1zWtstfInWR/FH1BwICw8yGMcJiBNsyZWzOUBBiZ+LBkLa5vyqMNXTPWI538UEA0hxu5rT33Zjk7SN78Tz2e/fhvFnMCM6edgflvXu3ckQS/6TKAD9vzeD5oytwqimjrFdPcqZNE/1q/4UgwFuRCgq1Mu7saKS3U/v1Z22rnC2WsShWjoCMOYFG+jr/93ucVw1fn1FQqpfhZSXwVFcjrXENn1EBH0cpsVIKvNPHWN/Hp2kIJlzLTuNXsBO3slMAaBXWxHjcQZrjEDHj8TpmZeVKYvQx9FP3Y6LlxNYOR+I6J7kMvjijxFopMLLLTnZqd6BAwXzr+fgoferGGQVYkyTnSH79+5+lUmBmgIluDgJVBnjjhIIao4x7g410dZCOGzcCVVVVzJo1i9LSUmyv0Kyu0ZmMwcHBnDx5kpKSEn7//Xfuuusu9u7dS+fOF+7M6fV6ZsyYgclk4ttvv73inIIgXFRWU1+Jzb/H/JsXXniBJ598su7vsrIyvL29GT169BXfhPaKXq9n+/btjBo1CpWqfV2gSEi0Fl8nHSQhrxICgiAqkr6urtjWc6MEYM2yY0ARdwwKYdxA30av63rdR6t1Rj6K2kmVUcaAoSNxtFKza20UkM2EXh0YNyYIgGPLjnE4uYg95W6kVRQgl8FT04bjbGN2xXV4n8rm6bVRnCyUc/Jf1X6PDw/gsWEBTQu+6iaEZaOwKkljTNkqjDPXtpvy1JYktDiUu/6+iwRDAnl+edwTek9rh3RZ/kz6kz8iRIFxWsdpPNfnOY6kFrP72AnAxNyhXRjXiC6x12w/zYtB+cc9yIoTEGRyTCNex6PfQ3i0s7Lisg0byKsVGB2fepLAu+9u3YAk6uXL+H28L8zho0PfYXsiksBJk7GdPOmScSczSigMP4KFSs5TM4ZjqW6bXqbt+Xg65MABguKOsim9hsRCG6bP6E9gkDcKV9dLrm3SCqt4d+lRSvVaglys+emePnV+0tcard7Ip9E7qTTI6HPz8Kv3Sb6ICcCLGFL3o/j7BczyY+mRsYxu+hOYxn6E4NmrGdfVtnDKceLBXQ8SZYrio5EfYaO+fm52tuf99Hrl+30pcCaB4I7n2KkV7ele6PcCtwfefsnYW4G8ci3xuRUk5F1YPDUWPDc2CHfNhe+ANIsEvtuXwpFKe56d3V+ySGlHNHU/PV8p3BAafSahVqvrGr/06dOHo0eP8sUXX/D9998DYtDTpk0jJSWFXbt2XSTwubm5odPpKC4uxt7+Qkp8Xl4eAwcOrBuTm3upF0B+fj6urpdP1TczM8PM7NILV5VKdd1/yd0I2ygh0Vw4WpuRkFdJpacv6qhIDEnJ9e4/ZTV6jqaK5b+jQ92vah+73vZRlUqFp50FmcXVpBXV4GJryf5EUQkc0dmtblufHB3MHd8dZm9tF+ywAEc8HBpmXj+1jw+O1ubsS8gnu6SG7LIasoqrKajQsvpoJgtGBjetPEPjCrN+gcUjkacdRL7jZZjwaePnuc4IdQnlpf4v8eqhV/n29LeEOIUw2Gtwa4d1Cb/G/cpbEW8BYofsF/u/SERyMfetiKRab2JwkDNT+/iiUjY+E6bF9lNBgMgVsPlZsdO5jTuyKUtQ+A1CceVXtynK9+wh79XXAHCYNw+X++5r5YgkLkeIuy27Sv3JmjwXr9+Xk//uu1j16I55UNBF4zafEX2HR4e6obFq+12l29Px1FRdTc6bb1G6bh2dgbp0jP2LSAUsevTA9YXnsejeHYC0wkrmLjtGbpmWji7WrLp/AE7WV74p11KoVCr8na1JzKsgsaAaL8cWEMM6Dgf/A2KDtt3vIs85hXz5LTD4aRj8zHV5E3Cg10AC7QJJLEnkr7S/mNt5bmuH1Oy0p/30eud4egkyZQmpsiUgwIzgGUwPmX7Z8Z4OKjwdrBkW8t/z3js4gGWH0jidWcbR9DIGBf53V2qJtkdj99PGjL3qfHRBEOrKn88LjAkJCezYsQNHR8eLxvbu3RuVSsX27dvrHsvOziY6OrpOZAwLC6O0tJQjR47UjYmIiKC0tLRujISEhERTcbQST9iLXcQSAW1C/abj++LzMZjEro5+TlbXLL72QqCLKBYm5VdyOquUokodNmZKevteuIHU18+Bm/5x0vHvrtJXYlgnF167NZTv5vZm/SODOPj8MKzNlOSXazmVWdL04F1CYMpiQAbHlogXNxJMCpzExICJmAQTj+16jJ/O/EQjHVVajOisUt7Z/wNvhYsC45yQObzU/yUikou558ejVOuNDA5yZtHc3qibIDC2GLpKWPcAbHhMFBgDRsCDB8BvUGtH1mjKd+8m67HHwWhEc9tEXJ55urVDkvgPOrmJgtDuXrdgNWgQQk0NWQv+h6mysm5Mlc7Ahrqu0o37fpb4b7QpKaROn0HpunUgl2M9YgTq/gNIt/ekwNwWk0xO9cmTpE6fQfTDT7Bl10lmLgonu7SGQBdrVt3XugLjec5/jmKyy1tuJQoVDHgIHjsOXaaCYIS9H8CSUddlYxiZTMbMTjMBWBO7BpPQNu09JNo/RpPAsbQizN3+RCdU0c25G8/2e7ZZ5nayNmNmP/Fa6pvdic0yp8T1Q6POxF988UX2799PamoqUVFRvPTSS+zZs4fZs2djMBiYOnUqx44dY+XKlRiNRnJycsjJyUGn0wGg0WiYP38+Tz31FDt37iQyMpI5c+bQtWtXRo4cCUBISAhjx47lvvvuIzw8nPDwcO677z4mTJhw2aYvEhISEg3F0VosO8p2EC+oLtdh+nxX6ZFtpKt0W+N8h+mk/Ap2x4rv1c1BTqgUFx9WFozsCIBaIWfsVXYtNVMqGBLsDFBv97tGEXwLjHhV/H3Lc5Cy7+rmuw6QyWS8FvYakwInYRJMfHTsI14++DJao/bKL25BsoqruGPV+6xJ/hIAX+U4eljeyd74/EsERnNVG8oNLEqBJaPh9C8gU8CI12D2WrBqf3f7y7ZuI/OxxxH0emxGjcT97beRyduQmCtxCZ3cxUqiwynFOL/3HkoXF3TJyeS8+WbdzYNlB1MprNTh42DJ4CDn1gz3uqJs61ZSp96BNj4ehZMTPkuX4v3N1wQsX4b7b2uZP/515o5+ie0+fQFQ7Pobt8fuZET4n/SwMrLqvv4NshW5FoTUfo5icxpeJtdkrF1g6hKYsgTMNXAuEr67GSIWiRnh1xET/Cdgo7YhvTydA1kHWjscieuUuJxyqlUnUNrEopQreXPgm6ia0QP6vsH+KOUyDiUVcqK2+aOEBDSyXDo3N5e5c+eSnZ2NRqOhW7dubN26lVGjRpGamsqGDRsA6NGjx0Wv2717N0OHDgXgs88+Q6lUMm3aNKqrqxkxYgQ//vgjin900Fu5ciWPP/54XRfqiRMn8vXXX1/FZkpISEiIONR6G6Vp3BkEGPLyMJaUoLCzqxtjMJrYHScKZ8M7ubRClG2ff4qMxZXijaShwZe+V338HPh6Vk9szVXYWV69r9Tozq78dTqbv8/m8uzYTlc32U3/g7yzEPUb/Hon3LcbHDpcdYztGbVCzZsD3yTYPpiPjn3EhqQNpJam8vmwz3G2bLgIIQgCWRVZxBfHk1yaTFJJEkklSaSVpRHiGMI7N72Dp7XnFecp05Xx6I7nULqIF2HagmFE59/MA1En6sa0SYExaTesnQfVxWDlDHcsb5fZiwClGzdy7rnnwWTCdvx4PN5/D5lUBtfmGRLkjL2lipSCStYkVDD9k49Ju+tuStdvwFBUjNkdM1h0ULyB8OSooLobRIIgYMjNxVReXvc3AiADuaUlcisr5JaWyNTqJnlwCTodhpIScU5qhSNBuLDU/i2YTBhLyzAWF2MsKUFXWIj9yZMU5+SgUKpALkemkItNQhRyUfSWy0EmQ9DrEbQ6BK0WQadFON8R8x9ClcrLC+vBg1F5NF8Gpy4jg4Kvvxa7rgOWffrg8eknqFwuHBu7ednx5m2hPP9HFJ/2ms4m/0E8fHYjwXlJzIrbAYm70Z7bStntk7EZMgSZ+srHTcFk+k/RXxAEBJ0OoaYGU40WQVuDoNVi0upAMIHRiGASQDAht7JC7eeH3Fz0XgtxFzMZY1syk/HfdJ0KvgPhz4cheTdseQZOr4HRb4uPXwdYqiyZHDiZn87+xKrYVW3SnkSi6RhMBpJKkjhdcJqo/CiiCqKoNlRza8CtTA+ejpPFtbnZuDcxBTM38fvo/q73E2DXRD/zy+BpZ8HtvTz59Vgm3+5OYvFdfZp1fon2S6O7S7cXysrK0Gg0Dep+017R6/Vs3ryZcePGSb4XEhINZEV4Gq/8Gc2YUFee+fF59FlZ+K74Ccu+fevGHEkpYtr3h9FYqDj+8kiUiqZl7FzP+2hEciHTF4Vjb6mipFqPIMCRF0fg0qzG8JdSWq2n91vbMZgEdj89lA5XW8qur4Zlt4gZE84hcO92MLt+TNivhsPnDvP03qcp05VhobTAxdIFG5UNtma22KhtsFHbYKu2rfupVqhJLknmbOFZzhadpVx3+YtSOzM7PhryEQPcB1x2zMm8kzy37znOVZ5DEOQMc7mbOZ3uZOuZHLZF53CutIahwc58N+fqBMZm3U8FAQ59BTteEy/ePXrB9J9Bc2VBtS1SsnYt2a+8CoKA5vbbcX/rTWSKNiTmSvwnqyLSeXFdFDbmSnY/PRTZ2tXkvf9B3fPnrByJ6Dacxx+dhC46iqoTkVRHRmLIy7vy5EolCjs71F5eqLy9UXt7o/LxRmF9se+uSatFl5yCNjERbWIiurQ0MBiae1ObjFlQENZDh2I9+GaUTk6gUIifcYUCmVqNwtr6iqK6PieHgoXfUfL773Xb5njfvTg/8QQyZf35HOmFVaiUMpytzVDIZZRv+5vCZUupOXW6bozC3h7LPn3E9SsVyBRKkMswlZVhKCjEUFiIsbBQLIGvjVeuVtcJk6ZaYVHQNjIbXSZD5emJ2r8DBk8f5uR7kWfrwpk3x2CmvIb7v8kER3+AHW+AvrbMP3g8jHoDnDpeuzhaiIzyDMb/MR4BgY2TNuKn8WvtkK6a6/m890oIgsCp/FP8nvA729O2U6mvrHecWq5mQsAE5obMJdA+sEVjGvnTQ+QKB7BXerNzxnpULeBxmpxfwYhP9yIIMLOfDz28NXT1tKOjq/Ul1U0SbYOm7qeN0dfaZgs5CQkJiRbifJfGwgodZh07os/KoiY+/iKRcWeMWIo7LNi5yQLj9c55T8biKjFDJNTDtsUFRgCNhYoB/o4cSCxg+9kc7h98lXdlVRYwYxUsGgb5MfD7vaIodB2azTeWMI8wVo9fzRO7nyCxJJG0srRGvV4pVxJoF0iAXQABmgD8Nf44Wjjy3pH3OFt4lge2P8CCXgu4O/TuizKijCYjS6KX8O3JbzEKRkw6Bww5s3h72j1oLFX093fk1QmdySyuxtPOomkNgFoCXZXovRi9Vvy7x2wY/ymoWn6/aAmKVvxM7jvvAGA3cwZur7wilUi3M6b39WbVkTSis8r4aGscH9x9NzbDhpG1fAWFv/2OR2Uhkw//Rsbh3y5+oUKBwsYGZLILiyBgqq5GqK4WxxgMGAsKqC4ooPrkycYFJpPVZR1Su+/Lzj9+/rtALkdha4vCzg6FvT1yW1uyiorw8vREjpi9h8mEYDKCSQBTbTaeySRmWZqpkZuZIVOpRZHu/LwyGZhMVEdHUx0ZiTY+Hm18PIWLFl0+XEtLFDY2KGxtkdvaorCxQW5rg8JWg6mmmrINGxFqraGsBg3C+YnHsejW7T/fAh9Hy4v+th07BtuxY9AmJVG6bh0l69djzC+g/B8+9v+J0YhQXY3x/P/ncsjlyMzNxfdGrRYF1dosUJlMhqGkBFNpKfrMTPSZmQB8ZGHLfcOfITGvglAPTcPiaQ7kcuj/AHSeBHvegxM/QdxfEL8V+twjWp6Yt99EEm8bbwZ7DWZv5l5WxqzkpQEvtXZIEk2gqKaIjUkb+SPhD5JLk+set1ZZE+oUSjenbnR16kqNsYYVZ1cQVRDFHwl/8EfCH0wOnMwbA99okc7Mh7IOkSscQBBkPBj6fIsIjAD+ztZM6eXF2uOZrD6SzurathpmSjluGnOMJgGTScBgEhCAoUHOPDM2GBeb9nluJNEwJJFRQkLihuJ8uXRRpQ6zoCAq9uy5pPnLjlqRcYTkx3hZHKzU2FmqKKkVGYfVUyrdUExVVRT++CPVx09gFhiAedduWHTrisrbu94Tr9GhrhxILODvM7lXLzIC2HqIQuOyW8SLl9/uhqlLQdk2PLFaEx9bH9beupbk0mTKdeWU6crqftb9rhV/Vhmq8LX1pbNjZ0IcQgi0C6z3pHb52OW8Hf4265PW8+nxT4kqiCLUMbSurDq5NJlqg3ih7Gt2E9FxIxkT4ovG8sJcMpkMbwfLS+ZuNYrT4JfZkBMFciWMfR/63ntB2GhHCIJAwdffUPDNNwA43H03Ls892yIXQRIti0Iu442JoUxZeJhfj2cwq78P3X19Wd5jMqvLOnNXZSwzso9gyMvHomtXLHr1wqJnDyy6dkVuUX+nacFoxFRVhamyEkNBIfrMDHQZGejTM9BlZiDUaP8dBGofX8wCAzELDMAsMBClu3ujP096vZ4TmzfTuxkzpAzFxVQeOEjF3r1UHTkiiqhGoyjYGY11WYlCVRWGqioMuZf3Arbs0wfnBU9g2efqygXNAgJwefppnBcsoPLwYXRp6aKAajAiGA1gNCK3sUHp6ITSyRGFoyMKW1vxeZ1WLIuuzVysExPNzC78foX3ThAEjMXF6JKT0SYlU7h4MQ4ZGdwZs42Y7AHXVmQ8j40r3Pq52Bxm+2sQv0XMcIzfBpO+gQ7tt9T4zs53sjdzL78n/M68LvPwsJYaMLUHcipz2JW+i53pOzmeexyjYATAQmnBGL8x3N7xdro7d0cuu/jG3Fi/sZzKP8VPZ39iZ/pO1iWuo797f8b7j2/W+Kr0Vbxy8HUAjCUDuT20Ze1aPpjSjeGdXDiVWUJUZilRmaWUaw2kFVZdMva345lsic5hwciO3DXQT8p2vE6RREYJCYkbCqfaxi+FlTrMeonlNtr4CyJjWmElSfmVKOWyuiYjEpcik8kIcLbmeJpo9DysU+PfK8FopPTP9eR/8UVdeV7lwYN1zys0Giz79cN2/Hishw6p84gaGeLKq+vPcDy9mIIKbfN04PTqLWYw/jIHYjfBmlkwbQWo25CQ1Uoo5Ao62jdfaZq50py3Br1FF6cufHDkA7anbWd72sXZOjYqG57r+xzvr7UCk5ZJPdpwuXHyHvhtHlQXgaUTTPup3fovCiYTue++R/HPPwPg/MTjOD74oCQwtmN6+zpwe09P/ojM4tUNZ/h6Zk9WRqShV5ox9Kn78Q98sVHzyWqzHBU2Nqjc3LDoEtpCkbc8Snt7NLdOQHPrhHqfFwwGTBUVGMvKMJaVYyoXfxrLSjGVlWMsL0OorsFq8M1YDRzYrPuJTKnE+uab4eZmm7Jh65XJUDo4oHRwwLJPH9TeXqTfM58JyQfZczQSentd24D+iXMwzFoDyXvFrPGSNFh+K/R/CEa+JlYmtDP6ufejv1t/InIi+O7Ud7w56M3WDkniMuRU5rA1ZSt/p/1NVEHURc91cezC7UG3c4vfLVirrS8zg7h/9XDpQQ+XHiw6vYivIr/iw6MfcpPnTWjMmkfAz63M5e3wt8mrzsakt6Oz+bQW96xWyGWM6+rOuK7uAJhMAqmFlRRW6lDKZSjlchRyGUWVOj7aFsupzFLe/iuGNUczeGl8CF08NNhaKK+tHYNEiyKJjBISEjcUDlaiIFVarUcRKHqhaBMSEAQBmUzGqcxSALp5abA1l0pm/4sAZyuOpxVjZ6mih7d9o15bGR5B7gcfoI2JAUQTfvvZs9FnZVEddRrt2RiMpaWUb99O+fbtyK2tsRk1CtsJ43EPC6OLpy3RWWXsisljWl/v5tmgoNEw+1dYPRMSd8CqaTBzDZhd/oRRomnIZDJmdJpBkH0Qy6KXYaGyIEATQIBdAP52/njbeHM8tYzs0nBszJUMa4sNmAQBDn8D21+p9V/sWeu/2IoX4VeBoNdz7qWXKNuwEQDXV17GYfbsVo5Kojl4/pZO/H02l1MZJcxZEoHeKDAo0JGBge2v0/m1RFbrO/nPxnA3GlYDB1IcNhT7w3sIWb0Q4b5xre/L6j8EHjoIf78Mx3+EiIXiMXvSQvDue8WXtzUe6/UYEZsjWJ+0nnld5tFBc2M3oGtLlOnK2JG2g7+S/+JozlGE2mZVMkSxcITPCIb7DMfbpvHnoXeH3s2m5E2klKbwVeRXvDzg5SbHKQgCepOen87+xKLTi2qrQWTUZN9O/77XPjtWLpfh72yNfz35BwMDBvHb8Qw+3BpHYl4F85YdrXtOrZRja66kp489C2f3kiyr2jGSyCghIXFDYWehQi4TLZwqXTxBpcJUXo42PgHz4CAyi8XUfj/Hq2wocgPQ1cuOX49lMryTC4pG+OJV7NtHxv0PACC3scHpwQexnzsH+T+6aAo6HTWxsZRv307pX39hOJdN6bp1lK5bh9Xgmxk7+XGis8r4+2xO84mMAP5DYc4fsPIOSN0PKybDnLVg3golYjcAvVx70cu1V73P/RmZBcC4Lu5tq3M0QFk2bH5azHoF6D4LJnzaLjNpQLQsyHryKSr27AGlEo/33rtsdpdE+8PF1pzHRwTy7ubYuvK1Z8Z0auWoJNoLVguepuJoOB65KRSv+QWH2bNaOySxQdutX0CnCbD+UShMgCWjoNedMPJ1sHRo7QgbTHfn7gz1HsqejD18c/IbPh7ycWuHdMOTWprKj2d+ZGPSRnQmXd3jvVx6Ma7DOEb4jrjqDtFqhZpXBrzCPdvu4de4X7kt4Da6Ondt9DwbT2fy0ta1mLttoloQLR26O3cnJW4U5ZVO9O3QtvYFuVzG9L4+jO3izmfb41kXmUVptWi9pDOYKKjQsf1sLqezSunl07gEBom2gyQPS0hI3FDI5bI6X8ZCrYDN0CEAlPz6KwCZxaIXnJd9+xQLriUz+nrz2fTuvHZr48rlSn4TmwxYjxxBwN/bcJx/z0UCI4BMrcaiWzdcnnqKwB078F35M3YzZyAzN6dy335GrPgQM4OO/QkFVOmauVOpbxjcuV4UFjOPwLJxUJrVvOuQ+E+0BiObo7IBuK1nG/KoMpng2DL4pp8oMJ73X5z0bbsVGPU5OaTOmUPFnj3IzMzw+vorSWC8Drl7YAf8ncWbZ6M7u9LD2651A5JoNwSF+PFT6C0A5H36GYb8/FaO6B90HAUPHxZv9CDAieXwVW84vlz8vm4nPNrjUWTI2Ja6jZjCmNYO54YluiCaJ/c8ycQ/J/J7wu/oTDoC7QJ5otcTbJ2yleW3LGd6p+lXLTCep69bXyYGTERA4K3wtzCYrnw+W1BdwI60HXx67FMm/TGLF45PRHBdQrWQi8xow90dn+ejQYvIynVCJoPevm1TqNNYqHh9YiinXhtN0rvjOPXaaA48N4ybajPsT9TaMUm0TySRUUJC4objn81f7GfOBKD0zz8xVVb+Q2SUvPiuhEohZ3JPLzQWDS8rN1VWUrFvPwDOjz6K0v7KJz8yuRzL3r1xf+01fH5YhMzSEk4c5YNjy5DVVLM/oaDJ23BZvHrDXZvAygVyo2HxCDh3svnXI1Evu2PzKasx4GZrzoAOjq0djkhBouj/tWkBaMvAszc8sE9sRtBOPQurT58m5Y470J6NQeHggM+yZdgMHdraYUm0AGqlnG9n92JmP2/euK39+ihKXHss1ArO9hlJvJ0XQmUFue9/0NohXYylA0xeCPO2gEtn0R934+NiZmM7OW4HOwRzSwdRyP0q8qtWjubGI7sim/v/vp+Zf81ke9p2BASGeg3lp1t+4o+Jf3Bv13vxtG4Zb+gnez+JrdqWmKIY1sSuqXdMVkUWy88s584tdzL81+H8b8//WHZmGUnlUcjkehSCBRZVIyhLfIqvNtjxxJpTAHR2t20X1k8KuQyNhQove0vCAsRzvsiMktYNSuKqkMqlJSQkbjgcrcyACgortVgOGIDazw9daiqlGzeRWSx2lJYyGVuGin37ELRaVL4+mAUHN/r1ln374rN4MRn3309wTgJvH/qB3d3cGRPq1vzBuneD+3bCymmQHyN2n566FIJvaf51SVzE+pNi5ujEHh7IG1GK32JErYX1j4ChBlSWMPwV6P8AyNtYGXcjKNu8mXMvvIig1WLWsSNeCxei9mrDDXYkrppObra8d3u31g5Doh3SydOOr3pM5cu9X1L2119obp+M9aA21uDKd6B44+fIItj9HmQdg0VDoe98GP4yWLTNjK7zPNLjEbalbmN/1n5O5J64rJWIRPOyL3MfLx54kVJtKUqZknH+47g79O5mbXj3XzhaOLKg9wLePPwmX0V+hYXSgnJdOcXaYopriokrjuNs4dmLXuNjHUDaOWdqKrzo596DZXPGYzTB23/FsCoinSMpRQD09WtbpdINoaePHQAn00suPGjUg0wBcik/rr0giYwSEhI3HA7nO0xX6JDJ5djPnEHue+9TvHo1WV3uB6RMxpaibNvfANiOHtPkTpyWvXris2wpyXffQ2hRKmbfv4Fu0m+obW2aM1QROx+Yvw1+vQuSd4tNYca+DwMebP51SQBiU6adMWK38VbvKi0IsP9j2PW2+Lf/UNEHzN6vNaO6agq+X0T+Z58BYD1kCB6ffIzCWmpwJCEhUT8hbjb8ZedFdL/RdI3YSs7rb+C/YT1yizZ2Q1ahgrBHIPR2sTFM9Fo4uhjO/Amj3oTuM9usUOFj68PkjpNZG7+WL058wY9jf2zWjuUSF2MwGfg68muWRC8BoLNjZz4a/BE+tj7XPJYpHafwZ+KfnM4/zeuHX7/keblMTi+XXoz0HUkHi/48/FMyFVV6wvwdWTq7b11X5ncnd2VEJxee+/00BRU6hgTX03mlraKvhvRw+iTs4gfVQRyqyjB8bkBZXQTaUkAmerGa2YCZLVjYgbUr2HqIi4272HjP3k98XNp3WhVJZJSQkLjhcPxHuTSAZtIk8j77HG1cHAEuycQ6dcBNY96aIV6XmKqrqdi7FwCbMWOuai6Lrl3xXf4jZ2fdSWBhGme+WkTPl55qjjAvxVwDs38TG30c/xG2PgcFcXDLh+IFjUSzsjU6G53RRJCrNSHuLSAcNxSjHjYugJM/i3+HPQqj3mqzF6gNpeT3P+oERod583B5+qnW7xYrISHRpunkZgvAytBb+DjtJPqMDPK//hrXZ55p5cgug607TF0Cve+Cv54Wj9nrH4bIFTBlsShGtEEe6PYAGxI3cCLvBO9GvMv/ev8PS5V007u5yavK49l9z3I89zgAM4Jn8EzfZ1Ar1Fd4Zcsgl8l5e9DbvBvxLgqZAntze+zM7BCMViRlK6GqE3lJKj47Vk1BRRwAPbzt+OGuPpc0xhsR4sqOJ4eQmFfRZv0YAdCWQ/YpyIiA5L2QHg5GLWpg1PlNKvnnCwTRqkZbBlzBJ11pDna+ouDoEgKevUSLG1tPSXy8Rkgio4SExA2HWC4NhbUio0KjwXbCeErX/s6ElEOU+IegVrZvIaEtUnHgAEJ1NSpPT8xDO1/1fNZdQgkffzej1n2LbMMfCM8+jkzVQqKfQgUTPgeHANj+KhxbCgUJMO2ndtXFsilkFlexP6EAncGE3mhCbxQwGE3cHOTc7M0jdAYTPx5KA+C2Hp6tl8VRXQK/3gkpe0Emh3EfQd97WyeWZqQyPILs114DwPHBB3BZsKB1A5KQkGgXhHiIIuOZEgNOL79CzqOPUPTjcjTjx2Pe+eqP5y1Gh8Hw4AEI/xb2fgjph8US6mkrxCZvbQw3Kzce6fkInx3/jDVxaziQdYA3B71JX7e+rR3adcPp/NM8sfsJCqoLsFJZ8frA1xnrN7a1w6KDpgM/jP7hosemfXeYI6lFQOVFj/f2tWfJXX2wNqtfyrGzVNOnLZVK62tEf/OsE3AuEs6dgPw4QLh4nI0H+A9lfb4bW1JNDOreibnDe4OlIwhGqCkTsxq15VBdDOU5UJYFZdlQdg5KM6EsU7S2KYgTl4RtF+a3cgH37uJ8Ztagrl2sncG9h+jpqmwdofl6QxIZJSQkbjgulEtr6x6znzGT0rW/c9O50xw1a+ZuxRIAlNeWStuMHt1s4pF6xCiKNq/AobSI8u3bsR03rlnmrReZDAY9Dk5B8Pt8SN0vXqzM+kW8U3qdcv9PxzmbXXbJ4z+Fp3HkxRHNKgR+viOemOwyNBYq7ujTSpkmWcfhjwegMEE8+Zy67P/s3Xd4U2UbwOFfkibdTfduocwWKHtvZMsUFQVFEUEFF+Ien+LEhQsRQVEUkA0KyF6y9ypQ2kKB7r1H9vn+OLSIFGhLF+17e+WSpicnbyinOXnOM6DJgOpZSwXSR18i7sUXwWTC6d7BeLzwQnUvSRCEu4Sv1gYnGytydCaSmrfHcfAgcjduIvGd/1F/+TIUVjX4I6WVBrpPheYjYemjkBwmD/G69wto/0R1r+4GE1pMINglmPcOvEdcXhwTNk9gbPBYXmz7oshqvEPro9fz3r73iqdGf9PnG+o51avuZZXIbJEIi88G4KV+TWjq7Yi/iy2+zra42KlrZim9JEF+KqRFykHEpNNyUDH5LJQ0OdvJH/zaQFAv+ebeGBQK9Edj2RR9mowsV8Z5NLm2vYPn7ddgNkJ2LGRegYxoeQ3xxyD5HOSnwIWtN3+sSgNeLcC3Dfh3kPu8OgeK7MdyqMHvCIIgCJXjv+XSALYtmpNTvwlOlyPpHX0QuLNyXuF6Fr2evJ07AXAaWHEBm5BANzbU78yjEVvJWLS4coOMRZoOgonbYMnDkHkZfu4nl1/VwoEwidmFnEvMQamAQS280aiUWKmUrDkRT2qunuQcfYW1FjgUnc6cfy4C8OmoUDwdq7hlgdkAuz+FvV/LV8wdfeUAss/dPyjDlJlJ7DPPYMnOxrZVK3w++QTFXV72LQhC1VEoFAT7OHH4UgbhiTkMf/tt8vcfQHfuHBm//Y7bkxOqe4m351Jf7rH85xQ49yesnwpJYXKf5RqWvdTVryurh69m5tGZrIpaxR/n/2DT5U3cE3gP/ev1p4N3B9RK0a6ltCyShVknZvFz2M8A9A7ozac9PsVebV/NK7u5y+n5FBrN2KiVPHdPI1Q1YQheSTKi4fQKuLhdDizqskrezs5dLlv2bSsH8fza3jRo2Pbq8JfTcVkYzRbUqjKcr6jU4NpAvjXsc+1+Q4F8vKecGp4kDwAAhtNJREFUlTMh9XlguHrLipEn0euy5CzLhONwVO7ViZOfHGys1xWaDJZbMQi3JYKMgiDUOSUFGQHOtO9H18uRtDi+Hcn8juhTVoHy9+3Hkp+Plbc3Ni0rLmjTzMeJqUFdeDhyO4XHj1N49iy2zZtX2P5vyjMEJu2US2ov75EDjh2fhn7TQVN7Mg32RqUBEOrvzA+PtCu+/2RsFhdS8jiflFMhQcbsQiMvLTuJJMGD7fwZHFq1J3FOBVew+qW/fPIJ0OIBOculFpTCWwwG4p5/HmNMDGo/P/xnf4/SRvScFQShbEK8HTl8KYPzSbmMauuP12uvkvj2O6TOmoXjgP5oAgKqe4m3p7GHBxfA3q9g+4dyICH1PDz4m1wyWYM4ahyZ3nU6A+oNYPqB6STmJ7IyciUrI1eitdbSJ6APj4Q8QrBrcHUvtUYrMBbwxp432BkrX+h+ssWTvND2BZSKmn2h7VyCXEES7O1U8wKM+elwdjWcXg5xh6//nkIp90N0b3KtH6JvG9AGlDojsIG7A442VuTqTEQk5dLCT3vna9bYQWAn+VYSSZITBxJOyJmPsYfkP+fEQ9gK+cY0qN8dWoyCkBFg73bn66qlRJBREIQ6x+1quXTav8qlAfYHtKGF2g6njFTydu/GsU+fkh5e60gmEwXHjiPpCkGpAqVCznJSKK/9WalEoVSiCQpCpS37m33uZrknimP//hWaQeXhaI2Vhwd7/FrRJ+4EmYsWYzvjkwrb/y3ZucK4NfIEy0M/wuG5cHEHjJorN5iuBfZdkIOMPRq5X3d/U29HLqTkEZGUS++mpShfuY3//XmGhGwd9dzseG94FQSJi0gSysNz6RUxHQVmuU/P0K+h2YiqW0MlkiSJpPffp/DoMZQODgT8OAcrd/fbP1AQBOE/gn3kvozhV9tnaEeNInvdegoOHiTpvfcI+PnnuyNDWqGAHi+DZ3NYNRGu7IOf+sDDi+V+bTVMV7+u/D3qb44kHmFrzFZ2xOwgQ5fBnxf+ZO3FtTzY5EGeb/M8WusKCMTUMgl5CTy/43kiMyPRKDVM7zqdYQ2HVfeySqWoTU2zq/1Qa4SkM3Bgthxwsxjl+xRKaNAbWtwv9zV0awTqO7uQqVQqaB3gzJ6oNE7EZFZMkPF2FApwDZJvLUbJ9xnyIe4oXNkvn9/HHZYTCy7vkQdKBfWEBr2gfk/5d4dKhNaKiL8JQRDqnKLBLzk6EwaTpXjIy+U8E1vqdeCBC/+QPn8+Dr163R0nzHdAHxVFwptvoTtzplTbK+3scJ34JG7jx6O0K13GnmQwkFsJpdJFmvk4sbZBd/rEnSDn77/xfPUVrFyrKANNpYbBn0HjAfDXs3Ifv5/7Q6/X5A8xd/H0aUmS2HshHYBu/wkyBns58jeJRCTl3vHz/HkinrWnElApFXz9UOubNjKvcBYzbH4L1aEf5S+bDkE57Nsal81yJzL/+IPsVatBqcTv66+xbty4upckCMJdKqQ4yCj/3lcoFPi8P53o4SPI33+ApA8/xPvdd2tmr7iSNB0Ek7bDkjGQcRHmD4SRs+VgSQ2jVqrp6teVrn5deafTOxxPOc7yiOVsuryJZRHL2HJ5Cy+2fZH7Gt9X4zP0qsrx5OO8tOslMnQZYHZkdOB7DGt497RCKspkbOZTzUFGSZJLofd/D9E7r93v0wpaPiwfL45eFf60bQJdrgYZsxhXXTOaNPZyELFBL+jzptzn8ewaOLNK7vUYvfPa34nGAQK7yJmOnSeDlXU1LbpmEL+FBEGoc7S26uLSg8wCuWRakiTiMgtZF9QNrK0pPHqMzD+WVOcyK5VkMpH241wujbof3ZkzKB0csGneHOtmIVgHB2PdpAmaRg3RNGiApn591PUCsfLwwFJQQNp3s7g4aDBZK1cimc037Neivz5DNP/QISw5Oag83LFt06bCX0szXyfOuwSS7tcQyWAga/mKCn+O22rUFybvh+aj5H5+u2bA4gfkiXp3qfNJuaTl6bFVq2hbz/m67zX1dize5k4cu5LJ//6UA9zP39OItoEud7S/UjMUyKXuVwOMZ3wfxnz/gloVYMw/fJjkGZ8C4PnKKzj06F7NKxIE4W7WxMsBhUKuAknNld/nNfXq4fPxx6BQkLVkKSmffoYkSbfZUw3i0RQm7YBG/cBUCCsnwLbp8kWoGkqlVNHBuwNf9PqCXwb+QiPnRmTqM5l+YDqPbniUy9mXq3uJ1W5N1Bqe3PIkGboM7KRA8qKfZc5mE8uPxlb30kqtRmQyxh6Geb1g0f1yME2hhOb3wcQd8PRu6DKlUgKMcK0v44nYrErZf7m41JOHSD2zB547KvdzbToEbLRyb8cLW2H/d/IAmTpOZDIKglDnKJUKXOzUpOUZSM8z4OVkQ1qeAb3JQqqDK+4vv0zaJ5+Q8uWX2HfrinVQUHUvuULpIiNJfPMtdGfl/nMOvXvj/f501F63PlGQLBZyNm4k9auvMcbHk/jO/0j/dQFqLy9MaWmY0tMxZ2SAQoFN8+bYd+qIXadOZK9dB4BT//6V0ucyxMcJFAp2NOvFg/EXyVy6FLcnJ6BQV3EWoZ0rPPgrBA+BdS9C9C5YMR4eWnhXZjQW9WPs1MAVa6vrf25FQcYLqXmYzBasytKUG7iQkssXmyPYfDYZkE8mn+vTqAJWXQr5afDHQxB/FFQaTMN/4OJlDU3vluybUjAmJBA/9SV5kvTQobg+Mb66lyQIwl3OTmNFkJs90Wn5nE/KwcNRviijHToESa8j8e13yPjtNxQ2Nni+NLV6F1sWts4wdjlsfx/2fSsP/0o+B/f/JAcParAO3h1YPmw5S8KX8MOpHwhLC2Ps32P5vNfndPernReWJEkiKT+J8xnnOZ95nrSCNKyUVsW3lIIU1kevB6BvYD+2/dMHySSfw7yx6jT2GiuGtKzZwztSc+VAvkIBwVfPt6pUfhpsew9OLJK/1jhA28eg0zNyoK0KtA5wBuBSWj6Z+QZc7GtY4M69sXzrPFm+KJF8Fi7vlYcI1qLzyfISQUZBEOokN3tr0vIMxcNf4jILAPB2ssH90Uco2LmDggMHSXjjDeovXozCqnb8utRHRXF59ENIOh1KJye8334Lp+HDS1XepFAq0Q4ZgmP//mQu/oO0H3/EcPEihosXr99QktCFhaELCyP95/nFdzsOqJwylaJSkhWOITzs5oYpKYnc7dtxGjSoUp7vtkIfAAcvOZMxciOsfkqePq28uwYJ7b3aj7F7oxt7+AW42GGnUVFgMHM5vYBGng6l2mdidiHfbI1ixbFYLBIoFXB/W3/eGBxc5kBluaRflK/IZ14CG2cYswTJtwNc3lD5z11FLDodcc89jzkjA+tmIfh8+MHdU74oCEKNFuzjSHRaPrN3XqCFr7b4g7/z/fdj0elI/vAj0ufORWljjfvkydW82jJQqqD/B+AVCmufg6jN8HM/GLMU3BpW9+puSa1U81jzxxgUNIiXd73MydSTTNk2hantpvJE8yfuut//kiSRqc/kSs4VkvOTSS1MJbUwlfTCdBLzE4nIiCDHkHPb/TzT6hk6Oj/Mn5sP4mynZmAzb5YdjWXqshPYWavoUwH9pCtLUd/TIHd77DRV+PnDYobjv8G2969NiW7zKPR7H+yrtp+zs52GBh72RKfmczI2iz7BNffnhVIFPi3lmwCIIKMgCHWU69UT4/R8ueQnLrMQAH8XWxRKJb6ffEL08BHoTp0m/eefcX/mmWpba0WRTCYS3nobSafDtn07/L76CrVn2d+0lRoNbk+Mx/m+keRs3YpCrcbK3QMrdzes3N2RDAYKjhwh/9BhCg4exJiQgKZePezaV84wlCB3e2zUSnKNFqShI+C3X8hYuKj6gowAQT3goUVyr6ezq+WpdsNmwV3S41NvMnPoktyPsXvjG08slUoFjb0cORWbRURSbqmCjOGJOYyee4BcnQmAAc28eHVgUxp7VdFV+tjDcgZjYQY4B8Ijq8CjCRiNVfP8VUCSJBLffRfduXOoXFwImDULpa1tdS9LEIRaYkK3IHZFpHIwOoMRs/fx02PtizPbXR95BLNOT9oXX5D67XesPJVM/eeeoW+IJ+qquIhUEVo+KAcVlz4CaZHyQJgHfpVbotRwnnaezB84n08OfcKqqFV8fexrzmec5/2u72NrVXPfBwqMBWy8tJFjyce4nHOZyzmXyTXcuhWLlcKKBs4NCHYNxtfBF7PFjEkyYbKYMFvM9PDvQXe/7ny3PQqArg3d+GRUKPkGE+tPJ/LMwmP8NqEjnRvUzOnAxaXSVdmP8dIe2PI2JJ6Sv/ZqAUO+uvk05irQJsCF6NR8jsdk1uwgo3ADEWQUBKFOcr06YTo9ryiTsSjIKA8zUfv44PX2WyS+8Saps3/AoVcvbEJCqmexFST911/RhYWhdHLCb2b5Aoz/pnJ2xuXBB0v8nnbECLQj5Am9xqQklA6OlZYNqlIqCPZ24mRsFhc7DyBo8e8UHjtG7o6dON5TjRPCG/eHB+bLJdMnFsnlJoM+vSvKKI5dyURntODhaE3TmwQBg4uDjDm3LT1KydHx5IIj5OpMhPppmT68Oe3qVVH/RYBza2H1JDDpwLeNXBrnUPtOWLNWriRn7TpQqfD75hvUfn7VvSRBEGqR9vVdWT2lK5N+P0pMRgH3/bCPr0a3pn8zL9adSuDbzAZ0ChnE4+Gb6LVrGUsTUvlfx5E80D6Ah9oHUN/dvrpfwu35tYWndsKyRyHuiFyVMOAj6Dylxr9/a1Qa3uvyHiGuIXx6+FM2XtpIdFY0X/b6kvra+qXaR6YukwVnF2C2mHm2zbOVFqCMzo5mecRy/rrwF3nGvBu+72Pvg4+9D+627njYeeBu646XnReNnBvR0LkhmlL0vdt3tSKja0P34uFyhQYz28+n8Ngvh+kf4sWwVj70buqJjbrmVJsUD32pin6M6Rdh67twXi4xx9oJ+rwFHSZV+7TkNoHOrDoex4mYrGpdh1B2IsgoCEKd5H41k/G/5dL+LtdOprQjRpC3fTu5W7eR8Nrr1F+1EqWmhvUEKSX9hQukfTcLAK8330TtVXUBFrW3d6U/RzNfOcgYprem/fjHSf95PkkffYh9506lnoJdOQsbASNmw5+T5SEjGgfo+7/qW08pFfVj7N7I/aalVqUd/lJoMDPx96MkZOto4GHPoic7obWrwh6VB+fApjcBCZoMggd+kScG1jKGmJhrg15emop9p47VvCJBEGqjYG8n1j7bnWf/OM7+i+k8s+gY/i62xRdrs9veS4+mXjT48zcejtyBVp/P97n3M2fXRR5s589b94bUvP5q/+XoDeP/hvUvwcnFsPktObPx3pnVHni5HYVCwUPBD9HQuSEv//MyEZkRPLT+Id7p/A7DGg676eMMZgN/hP/BvNPzyDXK7+tHko/wXZ/v8LKvuOEeJ1JOMPvEbA4lHSq+L9AxkKENhtLIpRH1nOoR6BiIjZXNHT1PocFcHJwqavuiVimZ/Uhbnl54jH8iU/k7LJG/wxKx16jo38yLiT0a0MKv+vtwVkkmY0EG7P4CDs8DiwkUKmj/BPR+s8pLo2+mzdXhLydjszBbpOKhnULNd5fkrguCIFQsV3troORy6SIKhQLv999H5eqKPiqK2ImTMKWnV/1i71BxmbTRiH2vnmhHjqjuJVW4ohOx8MQc3KdMQe3riykhkdTZs6t5ZUDrsXDvl/Kf93wJe76q3vWUwr5b9GMsUtSMPCL55kFGi0XipWUnOR2XjYudml8e71B1AUaLRQ4ubnoDkKD9k/DQ4loZYJRMJhJeex2poAC7Dh1wfeKJ6l6SIAi1mIu9ht8ndGRCN3kwXlxmIVpbNa8ObMru1/ow5NM38P7gfVAqGXzlEDPPr0BtNrHiWBz3zNzFiqOxNX8KtZW1fJFwwMeAAo4tgD9Gg+72/QBrgvbe7Vk+dDkdvDtQYCrgrb1v8fbetykwFly3ndFsZNOlTQz/czgzj80k15hLE5cmOFs7cy79HGP+HkNYatgdryfPkMdHBz/isY2PcSjpEEqFkj4BfZjbby7r7lvH5NaT6V+vP01cmtxxgBHgyOUMDGYLfs621HO7drHZRq1iwRMdWPdcd57q2QBfrQ35BjN/nkzg4XkHuZKef8fPfScKDWaiU+XMzkoJMpoM8sXX79rAwR/kAGPjATB5PwyZWWMCjABNvRyxVavI05u4mHpjtqtQc9XsSzGCIAiVxO2GcumiTMbrs96sXF3x+/IL4p57noLDh7k06n78v/0G29atq3S9dyLjt9/QnT6N0tERnw9q5xCIkKsnYucSclDa2eH1v3eImzyFjAW/oR0+HJumTat3gR0ngSFfnta3/X05o7HTU9W7ppvIKjBwOj4bgG63CDIWZTLGZBRQYDCV2Jz8880RbDqbhEalZO649lVXKmcslAfuhK+Vv+73PnR7scaXupVX+s/zKTx5EqW9Pb6fzqiUKe6CIAj/ZqVS8u6wZnQMciUus4DRHQJwsrl2Ecll9GhUWmcSXnmF4IgjrLGVeLPtOMIyjLy68jQrj8Xx8X2hpR4cVi0UCuj6HLjUh1UT4eJ2+HUwjF0GWv/qXt1tedl78VP/n5gXNo8fT/3I2otrOZ16mrZebYnLjSMuN46kgiQskgUAT1tPnm/7PMMaDCMxP5HndzzPhawLPLH5CT7o+gH3Nri3XOvYGbOTjw59REpBCgD3NbqPya0m4+NQeVOer5VKu91w3qtQKAj11xLqr+WNQcGciM3kw/XhnIzN4vklJ1j5TFc0VtWTixWRnItFAncHDR6O1hW3Y0mCiA2w5X+QcXVgo2czuRVADe05aqVS0tJfy6FLGZyIyaRJVfXwFu5YmY6eOXPm0LJlS5ycnHBycqJLly5s3Lix+PurV69m4MCBuLvL5VUnT568YR96vZ7nn38ed3d37O3tGT58OHFxcddtk5mZybhx49BqtWi1WsaNG0dWVla5XqAgCEJJ3P5VLi1JUomZjEXsu3al/orlaIKCMCUnc3ncY2QuXVrzr8ID+uhoUr/9DgCvN95A7VVxJS81SbC3IwoFpOTqSc3V49inD479+4PZTNK77yFZLNW9ROg+FXq+Kv9546twYnG1Ludm9l9MR5KgsacD3tqbZxO4OVjj7mCNJEFk8o1XmFcei+PHf+QT2c8eCKVjkGulrfk6+enw+wg5wKjSwP3z5b/7WhpgLDxzltTvvwfA63/viD6MgiBUqUEtvJnYo8F1AcYiTgMHEDD3RxR2dqhOHuW7sEW81bc+Nmolhy5lMGzWXiJvkQ1fY4QMhSf+BntPSD4jT55OOFndqyoVlVLF5FaT+XnAz3jaeXI55zKro1ZzOOkwCfkJWCQLjhpHnm39LOvuW8fIRiNRKVX4O/qzcPBCevn3Qm/W8/qe13l++/P8Ef4HF7MuluocODormmm7pvHCzhdIKUghwDGAnwf8zAfdPqjUACPAvotykPFWF0tBHmTXrp4rPzzSFmc7Nafjsvli8/lKXdutFPVjDPFxqrikgMt7YcEQWDpWDjDae8Cwb+GZvTU2wFikTaDcv1v0Zby7lCnI6O/vz6effsrRo0c5evQo99xzDyNGjODs2bMA5Ofn061bNz799NOb7mPq1KmsWbOGpUuXsnfvXvLy8hg6dChms7l4m7Fjx3Ly5Ek2bdrEpk2bOHnyJOPGjSvnSxQEQbjRtenSBtLyDOhNFhQK8NGW3ODaumFD6q9YLgeujEaSpr9P4htvYsrMrMpll4lkNJLwxptIBgP2PXqgHXVfdS+p0thbWxHkJmfJhV/tZeP19lso7ewoPHWKrBUrq3N51/R5W24eD7D2OTi7pnrXU4I9Rf0YS5gq/V9NveUMlIik68vHTGYLn22ST9Kfv6cR97WpooyPjGiY3x9iD4GNFsatgdAHqua5q4FFpyPhtdfAZMJx4MDiYUuCIAg1hX3XrtRb8CtKe3t0R44waPm3bHm2C+3ruVBoNPPaytOYLTX/oi1+7WDiNvAIhtxEOdC4/UM5c/4u0MG7AyuHrWRKqylMaTWFT7p/wsLBC9k5eif7Ht7HM62ewU59fTWPg8aBb/t8y4QWEwDYFbeLGYdnMPKvkfRZ3ofXdr/GqshVxOZeX/5+Ju0ML+54kRF/jWDrla2oFComtJjA6uGr6eRT+dOKM/MNnL0arOvaqHQTpH2dbfn8/pYA/LTnEjsjUiptfbdyLlGuJKmQoS9X9sOCoXKA8co+UFlDj5fhhRPQbjwoa37VQ9GQwD1RaVjuht8TAlDGculhw65vFvvxxx8zZ84cDh48SPPmzYsDgZcvXy7x8dnZ2cyfP5+FCxfSr18/ABYtWkRAQADbtm1j4MCBhIeHs2nTJg4ePEinTvIvoZ9++okuXboQERFB0+oueRMEoVZwc7jakzFPX1wq7e1kc8vyCJWDA37ffUv6zz+T+vU3ZP/1F3m7duEx9UWcR4+ucSWKqbNn/6tM+v1aWSb9byG+TkSn5XMuMYeeTTxQe3vj8eILJM/4lJSZM3Hsew9W7tXca0ahgIGfgCEPjv8OK5+UJ/t1nwbKmtEmuajEqEdpgoxeTuy7kH7D8Je9F9JIzdXjYqfm+XsaV8o6ryNJchnb6qegIB20gfDoSvCo3ecMKV99hSE6GisPD7ynv1frj3FBEO5Oti1bEjBvLjFPTiR/zx4cP36X76Z/zMDv9nMyNosF+y/zZPeg6l7m7bnUgwmb5WFuERvkPsthK+S+y00GVPfqbsvFxoXJrSeX6TEqpYqX2r3E4KDB7I3fy+HEw5xIOUG6Lp2Nlzay8ZJc1ehr70t7r/acyTtD9Jbo4sffE3APk1tPJtg1uEJfy60ciJYrMpp4OeDpWPr+jgOaezO+a30W7L/MK8tPsfHFHng63Xl/yP8ymS0sPHgFH60Ng1pcn9FZPFm6vP0YjYVwcQccmguX/pHvU6qh7WPQY9pdUeb/bz0au+NkY0V8ViG7o1Lp3bTqBlcK5Vfunoxms5kVK1aQn59Ply5dSvWYY8eOYTQaGTDg2i9hX19fWrRowf79+xk4cCAHDhxAq9UWBxgBOnfujFarZf/+/TcNMur1evR6ffHXOTnyAWo0GjEajeV5iTVe0euqra9PECqTk7X8YTxHZ+Jisvz7ws/ZplTHk3b8eDShoaR+/AmGqCiS3v+AjKXL8HjjdWzbty/erjqP0YIjR0ifOw8Az/feA3f3Wv+7ItjTnr+BM3FZxa/VYfRosv78E334eZK//Q7Pd2vIZOeBX6Aym1GeWgw7PsRyaTfm4T+AQ/WWs8dkFBCTUYCVUkEbf6fb/ptp5CFnPZxPzLlu21XHYgEYGuqNQjJjNJpLfPwdkywoojaj3Pc1yoTj8l3eLTGN/kOeDlqKf/N363up4fJlMhfJJfce709HcnC4616DIJTW3XqcCteoW7bE59tvSXjuOXK3bsXR2prXRj7D/9af58vN5+nd2JVAV7vb76i6WdnD/b+hiNiAasubKLKuwB8PYmk6FPOAGeBUuWXA1aWhY0MaBjfk8eDHMZgNhKWHcSTpCEeSjxCWHkZCfgJro+U+yCqFinvr38vjzR6ngbYBULXH7p5IOQuxc5BrmZ/3lX4NORgtXzx9cekJfn28XYVONdYbzby0Ioyt4SkoFfDn5C6E+Mi9Bi0WqfiibRMPu9KvXZ+L4sIWlOf/RnFxOwqjPLxGUqqxtBqLpdtL14KLd9nvUBUwsrUvvx+MYfHBK3Rr4FLdS7rrlff9tCzblznIGBYWRpcuXdDpdDg4OLBmzRqaNWtWqscmJSWh0Whwcbn+H4eXlxdJSUnF23h63hih9vT0LN6mJDNmzOD999+/4f4tW7ZgZ3cXvGHdga1bt1b3EgThrmORQIkKCwrW7TsNKCE/gw0bNpR+J0+MR3voMO5btmCIiCD+iQnktmhB+oABGLyu/R6r6mNUWVBAva+/QS1JZHdoT6TZBGV5XXepvEwFoOLIhUQ2bLjW69e+U2f8ws+TtmMHR9u3q74F/pdiAIGBtoTG/Y7VpX8wzO7K8XpPk+rUolqWI0mwPkYJKKlnb2H39i23fUxaHoAVYTHpxceOzgybzqgABR75l9iw4VIlLNaCX9ZhGietQ6uTA5pmhZrL7n0I93wA857jZd7l3fZe6r1sGU4WC3khwfyTm1snjnFBuNuOU+FG9mPH4LtwEbnr19MwJYVGTe/nQi5M/mU3U0Isd1H7XAWqoOk0TVpDw5TNKCPWY7qwgzD/ccS5dK21fYD/LfDqf8Mch3HFdIVLpksoUNDBugPOmc6c33ee81R9f8NtYfI5iCbzEhs2RN92+/8a5Q1fpqg4EJ3BU3M2c199C6WJMxotsCNBwf5kJaGuEoP9Ldj/q1Wpzgw/n1cSlSNXrlgkmLZoH881k//dpxRCgcEKtVLi/JHdRN7mOZUWI42S/6ZJ8jpU0rUAUIHalQTnDkR7DqQQd9h3Gjhd5r+HmsKnEMCK7eHJLPlzA1pN5T5fWIYCR7VE/Vo+Z6as76cFBQW33+iqMgcZmzZtysmTJ8nKymLVqlU8/vjj/PPPP6UONJZEkqTrSnxKKvf57zb/9eabbzJt2rTir3NycggICGDAgAE4OVXC+PcawGg0snXrVvr3749afWOzZUEQbu3jM7tIyzOQq3EFsujYvBH39mtUtp0MG4b55Wmkf/89OStW4njmDI7nzuE4dAiOEyeyKzy8So9RSZJImjaN/Jwc1PXr0eb771HW8gstRdrl6Jh7fjepOgX39B+IjVouXzd36cKlBQvQpKczsEcPVI416axhCFLqE0hrJmKTGk6Xi19g6fYSlp6vgbLcxQYlmrfnEsdjsni6ZxBtApyv+57BZGH6+nC2JcQD8FjvZtzbMeC2+yw0mPn6zHbyTAo69uyLu4M1q47HYzx8liA3O54Z3a1iS3glC4rwv1Dt+QJFWqR8l8YBS7sJWDo+Q6CDJ4Fl3OXd+F5quHyZmJOnAAh+7z1aN29ezSsShMp1Nx6nwk3cey+5zZuT/PobuBw+zOw2HRhe2JDIbCjwDuXBdrceXjV39yWOxWTyzeiW2Gkq9n2yfEZhTj4Lf09Fk3iCdlfm0sY6BvPgmeBQt0o7a8JxmpBVSOqBPaiUCqY80A/HEgYSlYZrwwReWXWG3UlK3Lz9+Hhkc9Sqm7e12RmRyswN54nJkHt07klScCpLw/P3NOSRjgHk6U1M/P04UTk52GtUvDs0mHfXhnMhB1T12zCouRcbzyTBydOE+GoZOqTzLdeniDmAasM0FOlRAEiuDbEED8MSPBS1dyvqKRTUK9crr5m2Zh7meEwWWS7BjOnVoNKeZ3dUGj//Ll+oHtnKhzcGNSlusVVblPc4LaoULo0y/2bWaDQ0aiR/CG/fvj1Hjhzh22+/Ze7cubd9rLe3NwaDgczMzOuyGVNSUujatWvxNsnJyTc8NjU1Fa9bTEW1trbG2vrGfwBqtbrWn4zUhdcoCJXBzd6atLxrzaHruduX61hSe3ri98EHuD36KGmzZpG7dRu5a9eRu2EjXm3aoLNIUL8emoAAVG5uldo3LXP5cvK3bQe1Gr+ZM7HWaivtuWoaP1cr3Ow1pOcbiE7X0epqIE3t6YmVjw+mxEQsFy9i06FD9S70v3xbwFM7YdMbKI4tQLXvK1Qx++GB+RXWO+efyFS+2CKfiG4/n8p9bfx4Y3AwXk42pOXpmbzoGEcuZ6JUwFv3hvBY16BS/TtVq9XUc7XjcnoB0ek6fFwcWHtarjq4v50/Gk0FXW62WOD8Otj1KaSck++zcYYuz6LoOAmVrQt32hH1bnovTf35Z7BYcOjdG8fWrat7OYJQZe6m41S4OdfhwyEnl+SPPsIy7wc+eu5dXo11ZMamCPo288brJn3w8vQmvttxEYPZwq6oDEa0vnVAssr4t5aHwuz7BnZ9ijJyI8rYQzBkJrQYVd2rq3LVeZweuiKfg7T01+LqWP6L7A90qIdCqeK1VadZczKRbJ2Z2WPbYqu5/mwjJr2AD9afY1u4HL/wcrJmYvcGrDoex/mkXD7eEMGSI3EogIup+bjYqVnwREdaBTgTn6Xnux0X+GxzJP2b+xCRIpc5N/d1vvnfX2EmbH1X7usN8sTzwZ+iaD4KlUJxx+dCNdUjnepxPCaL5cfiee6eJigrsIT9337dH1P85z9PJbIjIpXXBgUzpmPgbcvm/zoZT5sAFwLd7o7kjrIep2XZ9o67zEuSdF0vxFtp164darX6utTMxMREzpw5Uxxk7NKlC9nZ2Rw+fLh4m0OHDpGdnV28jSAIQkUomjCtN1kA8He5szcFmyZN8J81i/orVmDfvTuYTGiPHCH5zTe5MmYsUd17ENG2HZcfHkP2X38hGQx3/Br+TRcZSfInMwDwfOklbOtYdpNCoSiexncu8drVtgKDiUzf+gDowsOrY2m3p7aFYd/CA7+CtRPEHoQfu8P5Oy+BzdEZeWOVXCbT2FOeBr3mRDx9vtzF55vOM+L7fRy5nImjtRW/jO/AxB4NyhQIb+otZ4aeT8olIauQA9HpABX34S/jEvzcF5Y/JgcYrbXylO6pp6HXa2Bbt/rz6C9dInvdegDcn322mlcjCIJQPi6PjMV59GiQJFr+OpN+dgXk6kx8sP7cTR/zT0QqBrN8zrYnKq2qllo6Kivo+Qo8tQu8Q6EwA1Y+ASvGQ356da+uVjoUnc7snRc4HpNZPKF8/9Xhdd0a3vmgv/vb+TNvXDusrZTsOJ/CuPmHyCowcCo2i6+3RjL8+730/GIn28KTsVIqeLpnA7a/3JtJPRvw9ws9mDEqFDd7DdGp+VxMzcfbyYblT3cpvgj+TO+GeDvZEJdZyPy9l64NfSlpsrTZCId/glntrwUY2z4Ozx2GFvfX+vL8IS19cLKxIi6zkD0XKufYD0/MYe+FNJQKmPNIW1r4OZGjM/HOn2cYNWc/l9Pyb/rYnedTeGnZSe77YR+J2XfHxPnKVKZMxrfeeovBgwcTEBBAbm4uS5cuZdeuXWzatAmAjIwMYmJiSEhIACAiIgKQsxO9vb3RarU8+eSTvPzyy7i5ueHq6sorr7xCaGho8bTpkJAQBg0axKRJk4qzI5966imGDh0qJksLglCh3Byuz7Lyd7GtkP3ahrYg8OefyDl4kHOzZ+ONAmN8HKakZKTCQgpPnqTw5EmSv/wSlzFjcHn4YaxcXe/oOXWRkcQ8MQFJp8O+a1dcxz9eIa/lbtPMx4k9UWmcS8jBaLaw9HAM326/wMA8Bx4FdGdv/uGlRmgxCnzbyB9MEk7A0jHQaTLc8w5YO5T4EEmS2BCWhJ+LLa3/UwYN8Mnf4SRm66jnZsdfz3UjKjmP99ed5XhMFj/sughAfTc7fn68A408S36OW2nq5cjms8lEJOWgN5mRJOgY5EpARTTwv7BNnsCtywKNI3SZAp2ngK3zne/7LpU2Z46cxdinD7ah1dO/UxAE4U4pFAq833kbffRFCo8eY9runzjYchIbwxJJzdXj4XhjhdqWc9f68++JSr1tO61q4d0CJu7g3PJ3aRo5F9XZNZij96Aa8R0ED6nu1dUaZovE5MXHyciXL9i72mvo1cSD3VeDz10buVXI8/QN8WLRxE48ueAIR69k0v6jbZiuBjSL9GjszrtDm9HY61o7HpVSwZiOgQxp6cOcXReJSs7jvWHNrjs3stNY8cbgYKYuO8nsnRfQWMn5X9dNlpYkiNgoZy9eLY3GvSkM+wbq1Z0ELBu1ilFt/Vmw/zJLDsXQq4lHhT/HL3vlHuKDW/gwONSHAc29WXjgMl9uieRUbBYPzzvI8qe73JCpeC4hh+f+OI5Fgn4hXnhXwkTyu02ZMhmTk5MZN24cTZs2pW/fvhw6dIhNmzbRv39/ANauXUubNm0YMkT+Bfrwww/Tpk0bfvzxx+J9fP3114wcOZLRo0fTrVs37OzsWLduHSrVteTexYsXExoayoABAxgwYAAtW7Zk4cKFFfF6BUEQirnZXwsyKhTgo62YIGMR23btSH7gAfx+mU/jHTsIPnmChps24vHSS1h5emJOTSPtu1lc6N2HpA8+wJRWvitzuvBwYh57HHN6OtYhIfjO/BKF8o4T1e9KRVd/d5xPod9X//C/v86SlqfngrNcdlxjMxn/zTUIJmyBzlez1A7Nga9CYOPrkBZ1w+abzybz7B/HGfXDPn7YdQFJunby+09kKkuPyINRPr9f7l/VKsCZVZO78u3DrQlyt6dfiBd/Pdu9XAFGgKbe8t95RFIua47LPR3vb3uHWYySBLu/hEUPyAFGv/bw7CHo81adDjDqoy+Rs/5vQGQxCoJw91NoNPh/+y1Wvj4o4mL5+MwysFhYdyrhhm0NJgs7zqcUf52coycqJa8ql1tq8w/Gc+/pHozUf0CkxQ9VYRosHcuZ7x8mNj6+updXK5xLyCEj34DGSomjjRUZ+QbWnIgnI9+AjVpJ28CKq3LoUN+VZU93wdPRGpNFwl6jYlBzbz6/vyWH3+rLwic7XRdg/DcnGzWvDwrm58fbl3jxdURrX9oEOlNgMJNVYEShgOCrFSIknYHfhskXnNOjwM4N7v0SJu+rUwHGImM6yl23t4Unk5Kjq9B9p+Tq+Ouk/HvnyR5BgBwoHt8tiG3TetHY04GkHB1jfjpIXOa1ASjJOTqe/O0I+QYzXRu68dF9LWrehY9qUKZMxvnz59/y++PHj2f8+PG33MbGxoZZs2Yxa9asm27j6urKokWLyrI0QRCEMvt3I18vR5viK4iVRaHRoKlfH/enn8JtwhPkbNpMxm+/oTtzhsw/lpD951+4TpiA2xPjUdrbl2qfhWFniJk4EUt2NjahoQT+/BOqOtSH8b+Krv7GZ8mlCu4O1gxt6cP6bVkA6C9exKLXoyyhh2+NYqWBQZ9AUE/Y/CZkRMOhH+Vbw3ug49PQZCAoFMzbLWcjWiT4fFMEp2Oz+XJ0KyySVFwmPb5rfTo1uHZVX6FQMKK1X4WUNBeVS4fFZ2ORwNpKyeBQn/LvUJcDf06G83JJMO3Gw+DPwaqG/8yqQNqP/8pibFG32iEIglA7Wbm5ETB7NpfHPkKTmLOMt97AnwEuTOgedN12hy6lk6sz4e5gTbC3I3svpLE7MpUmNwnuVJc5uy7y2SZ5onL9lt35ILsl3eN/ZpJyHS3SNpL80yF0jyzApnGval5p9TCYLFxJz6eRp8MdBWP2XZQvzPds7MGcR9ty/EomOyJSOBidwcDmXsXD/ypKiI8TG1/swaW0fFr6O1fYZwaFQsF7w5ozcvY+AOq72WOvVsCembBzBliMoLKWKzm6vwQ2dfccv6m3I+3quXDsSiYrjsXxbJ8yDuu8hUUHrmAwW2gb6HxDgNpba8PiiZ14aN5BLqXlM/anQyx/ugtOtlY8+dsRErN1NPSwZ84j7W45HKguqQkjuQRBEKqF678yGSuqVLq0FGo12mFDcRo6hIJDh0mZORNdWBhp339P5tKleDz3LE733ovKqYS+LFcVnjxJzMRJWPLysG3dmoCf5tWwyclVL8jdnvpudqTnGXi6VwMmdA8is8DIgn2XyNHY4WQoQB8ZiW1oaHUvtXSaDoLGAyB6h9yLJ3IzXNwh37xaEB3yNCdjXNCorJjavzFfb41k09kkLszOo6GHfXGZ9GuDKq/dSH03OzRWSgxXe5v2a+aFUzmnORJ/DFZNlIOqKo18xb5d3Sz9/y99dLTIYhQEoVayCQnBd8YnxE99iVFR/7DTvy0XU1vT0ONahv2Ws/Jgjf7NvGjgbs/eC2nsvZDGxB6VN2m2LCRJ4rvtF/h6WyQAL/ZtzNR+jVEoFGQXdGXfwS3U3/0ygSQiLR4BPV+FXq/LvRzrALNF4s8T8Xy9LZK4zELGdAzg45Gh5R7gsf+i3Oeya0M31ColnRq4XXcxtTK4OVhXyqTh1gHOjGrjx+oT8fTxyIVfB0PsIfmbTYfA4M/AOaDCn/duNKZjIMeuZLL0SAyTezWskAEwOqOZRYfkgS9Pdi/594mnkw1/TOrEQ3MPEpNRwNifDhLoZseZ+Bzc7DX8Or4jWjsxlKxI3fitJgiCUAK3agwyFlEoFNh37kT95cvI3bSJlK++xhgbS9L090l6/wOsg4Oxa98eu/btsfJwR3f2HLozZyg8cwZDdDRIEnbt2+P/44+oHEqX/VibWamUbJraE6D4KrZSoQCFggtaf9qmRqI7F373BBkBlEpo1E++ZV6GIz/D0QWQfIYGyc+zVePD0YAJPNSjH50buDFl0XEupORxISUPhQK+eKAVdprKe7u3Uilp7OlQPKW9XKXSFjPs+xZ2fgwWEzj5w+jfwL99Ba/27mPKzCTjt9/IXLhIzmK85x6RxSgIQq3jNGgQOYM3k7txE5NP/8lfx3swbWAwABaLxNZzcpBxQHMvfLQ2sAEORqejN5mxtqrembqSJPHllghm75QrC14d2PS6LCutnZqe9wxhlsEPr73vMtrqH9j9OVz6B0b9BC71qmvplU6SJLacS2bmlggik6+Vty85HIskwSf3lT3QaDBZOHIpA4Buje58wEtNMH14M4abNtPz8jdgLJD7UN/7ObQaU+uHupTFkFAf3l93ltiMQj7fHMGE7vXxdLyzHohFZfZ+zrYMbO510+18tLbFgcbotHyi0/LRWCmZ91j7u2aidFUR+ZyCINRZ/74aeaeTpe+UQqHAafBgGv69Hq+33kJTrx5IEvrwcDIXLiT+xRe5MvYRkj/+mOy//sJw8SJIEg69exMwb64IMP6LjVp1XZmMjVqFvUbFRWdfAHThNXz4y6241IcBH8FLYWR0eJksyZ6GykQeiv8Yvm1N2yu/sP7JEDoGyYOEJnYPKv5zZSoqmXaz19CjcRmbcWfHw+8jYPv7coCx+X0weW+dDzCaMjNJmfkVF/v2I/3HuVjy87Fu2hSvN9+o7qUJgiBUCq9XX8WisSY0PZqYNeuKewyHxWeTlKPDXqOia0M3mno54uFojc5o4djlzGpeNWwISyoOML4zJOSmZZzD2jfmNdPTPG98HovGUc5W+7EHnFwi9yKuZXRGMw/PO8jTC48RmZyHk40Vrw1qyuf3t0SpgKVHYnlrTRgWS9le+4mYTAqNZtwdNDTxKl8/6RolNwmnVWPpHfUJSmMB1O8BU/ZD67EiwPgfthoVj3aWg/I//nORrjN2MHnRMfZEpZb53xHIQfD5Vwe+PNGtPla3KXf2d7Hjj0md8HayQaGAmQ+2ol29iuv/WVuITEZBEOqs6iyXvhmFRoPrY+NwfWwcxpQUCo8do+DIUQqOHsWcnY1NSAg2LVpgG9oCm+bNsXKvHVdwK5urg4YL2qvDX85V7vCXXJ2RmVsi6dXUgz5NPSvnSWxdmGm4j7/0IUz3OcgDhr8gJw62f4D7rs9Y2mIUcd3GEdA8pHKe/z96NHZn9fF4HukUWLZ+NNG7YPnj8nAXtb181b71I3X2pNqYnEzezl3k7dxJ/oEDSAZ5aqZ1SAjuUybj2LdvnR3qJAhC7af29cV14kSyfpjNfYdWczzyEdo19S2eKt072LM4a7HofWd3VBpdqzmbbXu4nGU5vmv9W5Zv13e3p22gM+tiutCt/UAejnkf4o7An8/AycUw5CvwaFJVy650W84lc+hSBjZqJRO6BfF0z4bFJaUaKyXTlp8sHk5XlozGolLpLg3d7/4hG2fXwPqXoDBT7r3Y7z3oNFmuYhEwZWRQcPgIKmdnbFu3QmljwysDmtLIw4E/Dsdw7EomG88ksfFMEk29HPn1iQ74Opf+M90/kalcSMnDwdqK0R1KV5Jez82ebS/3Ij1PTz03keRREhFkFAShzrq+XLrmpbmrPT1RDx6M0+DB1b2Uu56bvTUXneUyXn1EBJLJhMKqct4CP9kQzpLDseyOTK20IGNanp6Vx+LQY4f/sLcg4GP5RPXwXEg4gfLUEgJPLYGjPeS+T0E9KzVwN7K1H6F+zjRwL8PJ1tk1sPopMBvAtw3cPx/cGlbaGmsqyWIha9kyslauQnf27HXfs2neHPdnp+DQp8/d/0FKEAShFLyemkjsH8vwzErj9HdzaDf7w+J+jAOaXStl7NnYg9XH49kTlcobg4Ora7kAHL4sl+72Dbn9e/59bf05HpPF7+Hw8HMb4cD3sOszuLwH5nSF7lOhx8ugrhkXv+9EeGJRGxV/Xht0/c9oZBv5nOzfgcYZo0JL9V63/+rQl24NK7cHY6UqzIQNr0HYcvlr75Ywah54Vs3F4ZpKkiT0kZHyBddduyg8depalq9ajW1oKHbt2zOwY0dGTepERFoBSw7FsPpEPBHJuTz68yGWPd0FD8fb986UJIm5/0QD8FCHgDL1E3ewtsLBWoTSbkaEyAVBqLO0tmo0V7OuAl1rXpBRqDhu9hoS7N0w29gi6fUYLl2qlOc5cDGdJYflk+XotHxydMZKeZ6FB66gN1lo5a+lU5ArqG2g9RiYtBMmbofQ0aBUyx9afh8O8wfIQ2MqqRxLoVDQyNOh9H2VjsyHFU/IAcZmI2DC5joZYDSmpBA7cRJJ738gBxgVCmxbtcLjpZcIWvsX9VeuwPGee0SAURCEOkNpY4PlmRcACN71FxEnI4hKyUOtUtAn+FoQr6gX39mEHNLy9NWyVoCErELiMgtRKRU3TKUtydBQH9QqBecSc4hI1ckTg589KA95sxhh9xcwuxP88zmkRlTBK6g8RUHGEJ+ShxiObOPHV6NbF5dO/7Dr4m33ma83cSImC4CuDe/Sap6LO+GHrnKAUaGULwZP3F6nA4ySyUT22rVEDxvGpREjSf3mGwpPngRJwrpxY6w8PMBopPD4cdLnzSN24kQu9B+A+7pl/K+nH5um9sTP2ZbotHzGzT9EVoHhts+54lgcB6LT0aiUjO9av9JfY10igoyCINRZSqWC6cObM7VfY9Gwt5Zzc9AgKZTk+gUBoDtX8X0ZdUYzb64+fd19Z+Nz7mifqbl65uy6yK6IFHRGMwCFBjO/H7gMwKSeDa4PQCkUci/D+3+CF05Ax6fAygbiDsMfo2FuDzj7J1gsd7SucpMk+YPT39MACdo9AQ/8ClYVP62xpsvduZNLI0aSv38/ChsbPF9/ncZ7dlN/2VLcn34KmyZNRHBREIQ6qd2jozjn1RiN2UjYOx8C0LmB23WZRh6O1jS7GrzadyGtWtYJcORqFmNzXyfsS5HZ5GKv4Z6rwdLVJ+Ku3lkfxi6HB38DRx/IuiIPQpvdUQ447vwE0i5U1kuoNNeCjI433WZkGz8+HNkCgC+3RLDt6oCfmzlyOQOTRcLfxfbuO3c3FMjZiwtHQm4CuDaECVvgnnfASnPbh9dGFoOBzGXLuTj4XhJeex3DhYsorK1x6N0b7+nTabRrJw3WraXR7n9ouGUzPh9/jPa++1C5umJKTCR15ldc6HMPypkzWHiPOx6O1pxPyuXxX4+Qe4sL/QlZhXy4Tv4sMG1AEwJEskmFEjmegiDUaWM7BVb3EoQqUDTkJ8W7Hs4Xz6E7F452xIgKfY5vt0dxOb0ALydrGns6svdCGmHxWXQpZzmPJEm8uPREce8hayslHYNccbbTkFlgJMDVlkHNvW++A+cAuPcL6PGKXI51ZD4khcGKx8G9KfSYBi0eAFUVnQqYjbDpTTjyk/x1z9egz1t1rv+iRa8n5fMvyFy8GADr4GD8Zn6JdcO6l8kpCIJQErWVirhHJ9N05ss0v3CMbi7NGTBy7A3b9WjizrnEHHZHpjGitV81rBQOX51y3KF+6Yes3dfGn81nk/nzRDyvDQxGpVTI74XNR0KjvnBuLZz7U854Sz0P/5yXL9C1HA293wDXm/d9rCky8g0k58gZpk29S85kLPJIp3qEJ+aw6GAMU5edZM2UrjT2KjkwWXRO1O1uy2KMPwarn4b0KPnrDhOh/wegqXs9/czZ2RQcPUrB4cPkbNqMKVkOLKtcXHAdPx6XsWNQOV7/81coFGgCA9EEBuJ8/ygsej05f28gY+FC9OHhZK1YAStXsnDQUCZbd+BULDz521F+e6Ijtprrp89LksTrq06TqzfRNtCZSbfooyqUjwgyCoIgCLVeUf/NOLcAmgC68Iod/nImPpt5u+W+Lh+OaEFUSt7VIGP5Mxk3n01i/8V0NFZK3Ow1JGbr2BN1LVvjyW5Bt52CB4CjFwz4UC7JOvSjfEuLgDVPw64ZcoPx0AfBvhJ7G2VehlUT5Qb3AIM/h05PV97z1VCmjAziJk+RewwBro8/hse0aSit614mpyAIwq30vbcr69d0Y0T0Xt458js2/2iQ2r94XT/lno09mPtPNHsvpCJJUrVkfxcFGTsGlT7I2CfYA62tmuQcPQcuptO98b8CZtaO0OYR+VaYBZGbIGwlXNgKp5fJf27zKPR6Da4OtKuJzl/NYqznZleq3nXvDWtOVHIehy5lMPH3o/z1bDec7W7M7ivKWu3a6C7px5h8Fo7+Akd/BcksZ6qO+B4a9avulVUJyWhEHx2NLjwcfXg4+UeOoA8/f137HitPT9yenIDzgw+itCtdRqHS2hrnUfehvW8khUePkv7bb+Rt2460cR2zbbayomFv/jD1YMxPB/nywZY08rwWtFx8KIY9UWnYqJV8+WArOcgvVCgRZBQEQRBqPTcH+UT1grMf9yAHGSvqA4nJbOGN1acxWySGhPowoLk3NupUAMLissq1T53RzIfr5UDo0z0bMK1/Ey6k5PFPZCq7o9KwtlLyUIcyZuHaucqZg12egyM/y9mNmZdh0+uw5R1oMhBajZH7QlVk2c6Z1bDuRdDngI0WRsyGkGEVt/+7hOHKFWKeegrjlRiUWi1+X3yOQ8+e1b0sQRCEGqm5rxOv9HkIpWRh2KX96H79mZizp/H98gvUnnK5cbt6LtiolSTn6IlKyaPJTbLfKktmvoGolDygbJmM1lYqhrb0YfGhGFafiLs+yPhvts7Q6mH5lnACdnwEF7bB8d/g1BLoMAl6viK/v9cw564GGYO9S/czUauU/PBIW4Z/v48r6QU898cJFjzR4bqLqZn5huL9lrdKpEoY8uXhdscWXLu4CtDifrj3yxr587oTpvR08vftw5SegTkrq/hmiI3BEHUByXhj2bKmQQPsOnbAvnNnHO65B6WmfOedCoUCuw4dsOvQgcKTJ0n+9DMKT55k9NlN9Is+wJwWw7k3IYfn7mnEM70akpSt45MN8vn1awODaeDhcEevXSiZCDIKgiAItZ6rvZwpFmHtgUKtxpKbizEuDk1AwB3ve/7eS5yJz0Frq+a94c0ACPXTAnA5vYAcnbFME+sA5u2OJj6rEB+tDZN7N0ShUNDYy5HGXo5MvNOyDhsnuVS609NwYjGcXASJp+D8evlm6wL+HcCrOXg2B69mct8gK+vSlzYbdZCfCrs/h+O/y/cFdIL7fwbnuteioPDkSWInT8GcmYnaz4+An+Zh3UCU5wiCINyMQqFgXM/GvJ0+ipaDexG04FsKDh/m0qj78fvyS+w7d8JGraJjkBu7I1PZHZla5UHGon6MjTwdcLUvW5BkVFs/Fh+KYdOZJD4aacJOc5uP5b5t4NFVcOWAHGy8shcOzpbfw3u8DB2flofA1RDhibnAzYe+lMTNwZqfHmvP/XP2s/dCGu+tPcuHI1oUD5U7GJ2OJEETLwc8HWvOay2WFCYHFk8vly+sAiitIHgItJ8ADXpX5+oqnDE5mfT588lavgJJp7vpdkoHB2yCg7EODsa2TWvsOnQovlBQkWxbt6bekj/I3byZlC9n4hoXx9tHFrIiK5ZvTPfy9+lEbNRKCgxmOgW5imEvlUgEGQVBEIRar6hcOlVnxrpxY3Tn5L6MdxpkNFskvt8hN2N/e0hI8Umvi70Gfxdb4jILOROfXaYJiAlZhfywS97nm/eG3P6DR3lp7KHTU/It+ZycFXF6OeQlQdQW+fZfSjWoNHKmo+o/N6UKdNlQkAHG/H89SCF/AOr9ZtX1f6xBcrdtI/7lV5D0emyaNyfgxznylERBEAThlh7pVI+Bzb1xs9dgGNqD+BdfRB8VRcyTT1LvtwXYtW9Pz8bu7I5MZcXROAJd7ejWyL1UA1gqQnn6MRZpG+hCPTc7rqQXsDEsifvblbL0uV4XGL8eLmyHre9Cyln5/4d/kgeIVGWv5Vs4n3TrydI308zXia9Gt2Ly4uMsPhRDnt7EFw+0QmOlLO7HWKOmSuvz4OxqObgYf+za/S5B0O5xaP0IOFR8QK06GeLiSP/pZ7JXry7OUrQOCcG6QQNULi6onJ1ROTuj9vbCOjgEtZ9vlbUyUCgUOA0ahMM995A2axbpP/3Mg1G7aJyfwketx5CvscVOo+KLB1oVB6+Filf9v4EEQRAEoZIVlUtn5huwbtbsapDxHE4DB9zRfi+l5ZOrN2GrVnF/2+s/IIT6aYnLLCQsrmxBxhkbz6MzWuhY35VhLX3uaH2l5tVM7tvY9z35JDk5TO4jlHxWDkAa5IwELEb5dl0Q8SYUKnBrJA+fadCrctdfw1gKC8nZvJnslasoOHoUAPtePfH/6iuU9nWvybsgCEJ5uV8d3GbdIIj6y5eR8Npr5G7dRvxrr9Hgzz/pE+zJxxvCiUjO5amFx9ColHRq4Mo9wZ483CHwhqEPFakok7FTGfoxFlEoFIxq48/X2yJ5a00Y+QYT4zrXK10wRqGAxv2gYR84tVTObMyOlXst7/xYzmpsO05uUVINjGYLUclyGXmzMgYZAQaH+vD1Q614dcVp/jqZQEa+gTmPtmPfxav9GGtCqXTCSTmwGLby2jmSUg0hQ6HdeKjfE5Sl6Jtdw5nz8ig8cQLd2XPozp5Fd+4cxvj44u/btW+P+5TJ2HXpUi09UW9GqdHg+fLLWAcHk/j2O7ROOMfPhjm80/5xnh19z903mfwuI4KMgiAIQq1XVMZkskhITZoAoAs/d8f7Db/aG6ipt+MNjaND/bVsPJNEWHx2qfd3+FIG604loFDAu8OaVf0Jm8oKAjvJtyKSJGcomo1gNoBZf+3PJsPV+wxy8NHGWe41ZOcG1k51bnK0LiKSzCV/kLP+byx58gcslEpcxozB6803rhtYIAiCIJSN0tYWnxmfoosYhTEmhqTp02kwcybLn+7C36cT2XE+hZiMAvZEpbEnKo0d51NY8ETHShnskK83cSZBPgfoUI4gI8CTPYI4eiWDPVFpvPvXWbaHp/DFAy3xdJKrIiwWibMJOey5kEpDDwcGNve+fgdKlTwgpvl9cGgO7P8esmJgy9uw61M50NjpaXCpfycvtcwupeVjMFtwsLbCz9m2XPu4r40/LnYapiw+zp6oNB6Ys5/o1HyUCujUoJqCjPpcOah4bAEknrx2v2tDObDYagw41J5KhYITJ4h79jnMGRk3fM++axfcJ0/GrkOHalhZ6WmHDEFTvz5xzz6Hc1ICP+ydhYP6DOknmmLdNBib4KZYudegzNhaQpztCoIgCLWetZUKR2srcvUmCuo3AipmwnRRA/JmvjdeqS/qy1jaIKPZIjF97VkAHu4QSAu/6slAuIFCITefF27KmJxM6tffkP3XX8UTE9X+/jjfPwrtffeh9va+zR4EQRCE0lA52OP35RdcHvsIORs2Yt+jJx3uG0mH+q68N6wZ0Wn57AhP4autkeyJSuPLLRG8Pii4wtdxPCYTs0XCz9m23IE0B2srfp/Qkd8PXOGTDeH8E5nKwG9282yfRkQk5bIrMpXUXD0AVkoFx97pj9auhB7PGju5LUnnKXJm48E5kBYBB3+AQ3OhxSjo/pLca7kKnE+SL7IFezveUUlq76ae/DGpMxMWHOF8kpwtGOqnRWtbtj7Xd0SS5KE7RVmLRZUcKg2EDL+atdi91l1Uzdm6lYRXXkXS67Hy8cGuXTtsmjWTbyHBqLQ15By1FGybNydo5QriXniRwuPHyVm3jpx164q/r/b1xWnoULQjR2LdIKgaV1p7iCCjIAiCUCe4OWjI1ZvI9KqHo1KJOTUNY0rKHTWfPpdw855DRUHGK+kFZBcYS/5g8C+bzyZxLjEHRxsrXhnQpNxrEqqOJT+f9Pm/kP7LL8VNzx0HDsTl4Yew69QJRS0olRIEQahpbFu2xOO550j95huSP/wQu7Zt0NSTS40bejjQ0MMBL60NLyw5wZxdF2npp2VwaMW2HzlS3I/R5Y72o1AoeLxrfbo2dGPqspOcTcjho7+vXQS106iQJCg0mjkZl0WvJrfIlFPbQvsnoO3jcHEHHPgeondC2Ar51mSwPPgtoOMdrfl2igKCZe3HWJLWAc6sfKYL4+YfJj6rkJ63ev0VRZIgI1r+Ozz+OySdvvY9t8bXshbta0DZ9n9IkoSk14NSWe6JzRm/LyR5xgyQJBx698bvq5ko7e7u8mIrd3fq/baA/AMH5JZJ5yPQnz+P4coVjAkJpM+bR/q8edi0aol2xAi0Q4bcVYHUmkYEGQVBEIQ6wdVew+X0AjLMCtyCgjBcvIg+PPyOgoxF5dIl9RxyttMQ4GpLbEYhZxKy6dbo1uUYv+2/DMD4rvVxu9qDSqiZLDodWatWkf7jXEypqQDYtm2L1xuvY9uyZTWvThAEofZzmzSR/H37KDhyhPhXX6P+4kUo1Ncu5g1v5cvp2Cx+3nuJV1acopGnA40rcPr04av9GDsGVUygqbGXI2umdOP7nRfYfyGNVgHO9GnqSYcgF15feZo/TyZwMuY2QcYiSqXcs7FxP7l34N6v4dxfELlRvjUZDENmgtavQtb+X0VBxmCfivn7buDhwF/PdWPruWSGVkavapMBYg9CzCGIOyLfCv9VIqyyhuYj5eBtva41Kmux8OxZkj+ZgTEhAUt+Ppb8fDCbUajVOD/8MO5TJmPlUrpAuGSxkPLZ52T89hsAzg8/hPc779SaVi8KtRqHnj1x6Nmz+D5Lfj55e/aQveZP8vbuRXfqNLpTp0n54ku0I0fgOm4c1g0aVOOq706141+MIAiCINxGUeAuLc9AaLNmGC5epPDMGRx6lW8oSVqenpRcPQqFXBJUkpZ+zsRmFBIWf+sgY0RSLocuZaBSKhjbKbBc6xEqnzkvj8wlS8hY8BvmdHnKpTogAM9XXsFxQP8a1fRcEAShNlOoVPh+/hnRI0aiO32a1Fnf4zntpeu2eWNwMGcSsjkYncHTC4/x53PdcLK581JbvcnMiZgsADoG3Vkm479prJRM69+Eaf2vr2ZoHeDMnycTOBGbWfad+raG0b9BWhTs+0Yup47cCJf3woAPoO34Ch9QEnF16EtFZDIWcXewZkzHCjw/yk2GqC0QtRku7ro2vKWISgM+reVS85YPyf2maxhdZCSxE57EnH1jWx7JaCRz4UKy//wTt6cm4TpuHEobmxL3I5lM5G7dSvr8X9CdOQOAx8vTcJs4sdaf1yjt7XEaNAinQYMwpaaS/fffZK9ajT4qiqwlS8lashT7Hj1wfewx7Lt3q/V/HxVFBBkFQRCEOsHt6vCXjHwDtqEtyFm3Dl3YmXLvryiLsb6bPfbWJb+dtvDT8ndYImFxt+7L+PuBywAMaOaFj7Z8vZ2EymOIiyNr5Uoy/1iCJUf+uat9fXF9cgLODz5Y7pIkQRAEofzUPj74fPA+8VNfIn3ePOzat7suS8lKpeT7sW0ZNmsv0Wn5TFt2innj2pWpT+Cv+y6x/nQirw8KpuPVAS9n4rPRmyy42mto6OFQ4a/rv9oEyoHMk7FZSJJUvkCHe2MYMRu6PAdrn5ez9da/BGGrYPh34NawQtaaZ6T4AmzTCswcvWMWi9xbMWozRG6+fnALgL0HBPUE/47g3wG8W4BVza0q0V+6RMzVAKNNy5Z4v/M2SgcHlPYOKO3t0Z0+RfIXX6IPDyd15ldk/rEEl7Fj0ATWQ+3rg9rXF6WNDVmr15Dx228Y4+IAUNjY4PPhh2iHDa3mV1j1rDw8cBs/HtfHH6fg0GEyFi4kb8cO8vfsIX/PHmzbtMHrzTdExUopiCCjIAiCUCe4OciBoPQ8PTahoQAUnjlT7hP2on6MJZVKF2npf/vhLzk6I2tOxAPwWJf6ZV6HUDnM2dnkbNxE9tq1FB4/Xny/pkED3J6ahHbIkOtK8wRBEISq5zRoEAVjD5P5xxISXn2N+qtWofG/Vgbs7mDNj4+248G5B9gWnszB6HS63qZ9SRGT2cI326LILjTy0LwDTOrRgGn9m3D4kpxR2L6eS5VkNoX4OKGxUpJVYORyegFB7vbl35lnCEzYDIfnwfYP4MpemNMVuk+Dbi/IfR3vQHy+/PdRz9Xuphdgq4RJD8ln5WBi7BG4sBXyU6/fxrcNNB4ITQaAT5sKz+isLIa4OGKemIA5LQ3rkBACf5p3Q/9A+65dCVq1kuy1a0n99jtMiYmkzvzqpvtUOTvj8sgjuIwdg5Vbzes1WZUUCgX2nTth37kThpgYMhcvJnP5CgpPnODy6IfQjhiOx7RpqL28qnupNZYIMgqCIAh1gqu9fEU6Pd+ATUgzsLLCnJaGKTERta9vmfd3q8nSRVr4yid9MRkFZBUYcLa7MeNt1bE4Cgxmmng50LlBzSvHqWv0Fy6QNudHcrdsQTIa5TsVCuy7dMb5oYdx7N9PDHQRBEGoQTzfeIPCM2fRnT5N/IsvUu+PxSitr2WhtQpwZlhLX1Ydj2N3VFqpg4wnYrPILjRipVRgskjM2x3NrogUNFbye0BRZmNl01gpaeHrxPGYLE7EZN5ZkBFAqYLOk6HpYFg3VR4Os+sTOLkYBn0q31/O4Gl8gfz/Oy6VNhuhIAMK0qAg/dpNlwP6HNDnyn826eS1KpTA1TWnX4CUcLAYr9+nxhEa9oEmA6FRf3C8+4JExqQkYsY/gSkpCU3DhgTO//mmA0oUSiXOI0fiNGgQWcuXU3jyFMaEBIyJiZhSUkCSUNcLxG38eLQjR6K0FZU0/6UJDMTrzTdxnTCB1K++Jvuvv8j+ay05W7biOv5xXB54ALVf5fQ2vZuJIKMgCIJQJ7gXZzIaUNrYYN2kMfpz4RSGnSlXkLGoXDrkFo3NtXZq6rnZcSW9gDPxOXRvfP0HG4tFYuGBKwCM61Jf9HqpRoboaFLmziNn40Z5siRg3bQp2uHDcRo6RFyxFgRBqKGUGg3+33zNpVH3o7s6CMPn/enXbdO9sRurjsex70Jaqfe783wKAPeG+jC8lS9vrD5N5NV+g1B1QUaQS6aPx2RxMjaLUW39K2anLvVh3Bo4uwa2vANZV2DpGGjUDwZ9Bu6NyrzLhAL5PKZUQUZJkjMNw9fLWYf/Dijqbt1mplRsXeS+ir5toEFvCOwCVndvexN9dDRxk6dgjItDHRhI4C+/YOV6+3+DShsbXB97DB67dp9kMGDKzMTK3R2FSlWJq64d1F5e+H72KS6PPkLyJzMoPHGC9Dk/kj7nR2zbtsVp6BCcBg8u9ZCd2k4EGQVBEIQ6we1qJmNGvgEA2xah6M+Fows7jdPAAWXal85o5mJqPgDNfEq+glykhZ+WK+kFnI7PuiHIuO9iGtFp+ThYW3FfG3EltKpJFguFJ0/hvXQpMSdPFQcXHfv3x+2Zp7Ft3ryaVygIgiCUhtrXF98vvyR20iSyli3DtnVrnO8bWfz9bg3l998zCdlk5htwsb99sGnH1SDjPcGe9GvmxebAnry95gybzibhbKe+ZbuUitY6wBmgeOBMhVEo5OEmjQfAnplw4Hu4sA1md4Dmo6D7VPAOLfXuEvJvE2S0WCDmAISvg/PrITv2VouTA4X27mDnBrauYKMFGyewdpL/b3V1mIkkgWQBJHDylYOLzoE1ahL0ncjZupXEN97Ekp+P2teXer/+gtrLs9z7U2g04uJpOdiGhlLvj8Xkbt5M5pKlFBw+TOHx4xQeP07yJzOw79YVvy+/ROVYg/qRVgMRZBQEQRDqBNerHyjS8/UA2LYMlctHyjH8JTI5F7NFwsVOjZfTrRuDt/TT8vfpRM6U0Jfxt/1yFuMD7fxxqM7eRXWIRa+n4OBBcrfvIHfnDsypaRR9FHLo1xePZ5/FJiSkWtcoCIIglJ1D9264P/8cad/NImn6dGxCgrEJDgbA08mGJl4ORCbncSA6nXtDfW65r8TsQs4n5aJQQM8mHgC4OVgz59G27IlKw81Bg5Wq6lpntAl0BuQqCp3RjI26grPPrB2g33vQ5lHY/LY8gfrMSvnWqD90fwnqdb1l0M5gspBUKP852Ps/QZasWLkc+8RiyI65dr/aTs6cDOoJDl7XAop27mDrLJd212GS2Uzqt9+RPm8eAHYdOuD39VdYuZeu5F+oeAqFongitTE5mZwNG8lZvx7d2bMYr8SgdKj8YVA1XZl+M86ZM4eWLVvi5OSEk5MTXbp0YePGjcXflySJ6dOn4+vri62tLb179+bs2bPX7UOv1/P888/j7u6Ovb09w4cPJ+7qNKMimZmZjBs3Dq1Wi1arZdy4cWRlZZX/VQqCIAh1XlG5dEa+AYtFKh7+ojtzBsliKdO+wv/Vj/F2Jc6hfnKm4+n/TJiOzShgx/lkAB7tXK9Mzy+UT/a6dUR170Hs08+QtXw55tQ0lA4O5LRuhf+ypQR8/70IMAqCINzF3J95BvuePZD0euKnvYyloKD4e92u9mLcW4qS6Z3n5SEhbQKciy9Sghxg6NnEg+a+t65iqGh+zra4O1hjskglXrSsMG4NYexSeHoPtHhA7nV4YSssuBc+bwC/DIK1L8CB2RC1FTKvyNmJwKW0fMySAkcbK/y1Gki7AKdXwMJR8E0o7JohBxittdBqDDz8B7wWDQ8thI6ToNlwOZDp0RTs3ep8gNGUmUnspKeKA4yu48cT+OsvIsBYg6i9vHB7YjxBq1bSYMMGvN9/X7Q+ooyZjP7+/nz66ac0aiT3Z/jtt98YMWIEJ06coHnz5nz++ed89dVXLFiwgCZNmvDRRx/Rv39/IiIicLyaMjp16lTWrVvH0qVLcXNz4+WXX2bo0KEcO3YM1dV+AGPHjiUuLo5NmzYB8NRTTzFu3DjWrVtXka9dEARBqEOKSqMsEmQVGnFp2BCFrS2W/HwMly5h3bBhqfdVmsnSRZpfDTLGZRYWl2hl5BuY889FLBJ0b+ROI09x1bMyWQwGUj79lMw/lgBg5emJQ997cOzbD03bNmzcupW2zZpV8yoFQRCEO6VQKvH97DMujRiJITqa5E8/w+eD9wH5/fbXfZdL1ZdxZ4RcKt2naflLUiuSQqGgTaAzW88lczI2i/b1K7kfpE9LeGA+3PM27P8eTiyCwgy51DnmwPXbqu3ArRFOSn9mqnNpbZWIYkacPJTl3+r3gLaPQ8jQO55iXdtZdDpin5yI7tw5FLa2+Hz0IdohQ6p7WcItWDcIwrpBUHUvo0YoU5Bx2LBh13398ccfM2fOHA4ePEizZs345ptvePvttxk1ahQgByG9vLz4448/ePrpp8nOzmb+/PksXLiQfv36AbBo0SICAgLYtm0bAwcOJDw8nE2bNnHw4EE6deoEwE8//USXLl2IiIigadOmFfG6BUEQhDpGrVKitVWTXWgkPU+Pq70jNs2aUXjsGIWnw8oWZCwe+nL7IKPWVk19Nzsupxcw8fejJGYVkpB97cT7sS4ii7EyGRMSiJv6ErrTpwFwnzIF92enFDc6NxqNt3q4IAiCcJexcnHB9/PPiHliAlnLl2PfvRtOAwbQqYEbKqWCK+kFxGYUEOBqV+Lj9SZzcSCyT3DNCDKC3Jdx67nkiu/LeCuuDWDoVzDgI0iPgtRISIsgOvw4puTzNFAmY2UsgKTTBHKaQBVguvpYK1s5K7HhPdB2nLwv4bYkSSLp/Q/QnTuHysWFwAULsGnapLqXJQilVu4GUGazmRUrVpCfn0+XLl24dOkSSUlJDBhwrXm+tbU1vXr1Yv/+/Tz99NMcO3YMo9F43Ta+vr60aNGC/fv3M3DgQA4cOIBWqy0OMAJ07twZrVbL/v37bxpk1Ov16PX64q9zcuQPgEajsdZ+gCh6XbX19QnC3U4cozWPq50cZEzOLqC+qw3WzZtTeOwYBadOYT+0dFeILRapOMjYxMOuVD/fUD8nLqcXcOxKZvF99Vzt6NnEnZ6NXMW/kUqSv2cPyW+9jSUrC6WTE14zZmDfswcmi6W4vEscp4JQ84njVCgrTbt2OE+YQNb8+SS+8z+sQkKw9vamlb+W4zFZ7IlM5sF2JU9p3nchjQKDGU9Ha5p42NaYf3ctfeXKwBMxmbddkyRJzN4Vjd5k4aW+jVAq77CEU6EG92bg3gyDycKD+3aTbjCgwkygIoWO9qnUl+Io0Olo264T3bv1BOf615c815C/x5oue/lystesAaUSry8+R9UgqMb8GxTufuV9Py3L9mUOMoaFhdGlSxd0Oh0ODg6sWbOGZs2asX//fgC8/jOlyMvLiytX5Mb2SUlJaDQaXP4z2tvLy4ukpKTibTw9b7xi5OnpWbxNSWbMmMH7779/w/1btmzBzq7kq1S1xdatW6t7CYIg3II4RmsOhUEFKNi29xDp4RKORiM+QNK+fRzZsKFU+0jTQb7eCpVCIvLoHi6WortxKyXk+ihxsZbwt5fwtwMbqxwgh82bou/kJQklsImJwW3LVuyjogDQ+fmR8OgjnM/LhZv8nMVxKgg1nzhOhTJp2IBAf39s4uIIf/pp4iZNwsNiBShZuecM9smnS3zY6ktKQEkD28Lr5g9UN50ZFKhIyNax5M8NaG8xIPtMpoKfzssBvkvRF7k3oGy9p2/lVLqC9HwVTmqJDh4KDqZ4syzPB2gJwLQCEzkHI4CICnvOusLmSgwBc+eiAFIHDiQyPf2m5y2CcCfK+n5a8K/+trdT5iBj06ZNOXnyJFlZWaxatYrHH3+cf/75p/j7/210KUnSbZtf/nebkra/3X7efPNNpk2bVvx1Tk4OAQEBDBgwACen25ez3Y2MRiNbt26lf//+qNXq6l6OIAj/IY7Rmmd91kmiw1Oo36Q593YKxBjakitLlmCblMTg/v1RlOLntOVcMpw4RVNvJ4YN7VLq5378ThZex+nOnkV/LhxJr0PS6bEY9EgGI1aurlj5+aH288XKzw9TXBzps2dT8M9u+YFWVmgffogGU6fSwrrkKeDiOBWEmk8cp0J5GVq1IvbB0dhFX6JzQgIeAx9k8/wjXNZZM2hQ7xIz/L76ei9QwLi+bRjQzOvGnVajX67sJyI5D/cm7enfrORSboPJwtff7wfkoMDmOCXDe1Tca1n9+3EgjTGdG/DKgMbojWb+PpPEsiNx6HIzeXxEX+xsSn7PFW7OlJZO7MyvMJvN2PfrS8PPPhVDRIQKV97306JK4dIoc5BRo9EUD35p3749R44c4dtvv+X1118H5ExEHx+f4u1TUlKKsxu9vb0xGAxkZmZel82YkpJC165di7dJTk6+4XlTU1NvyJL8N2tra6xL+AChVqtr/clIXXiNgnA3E8dozeHhZANAZqEZtVqNVVB9VM7OmLOyMF+Mxja0xW33EZEin7Q399WKn2slkySJ9J9+JvWrr8r2QKUS7ciRuE+ZjMa/5HK4/xLHqSDUfOI4FcpK3bAh3u/+j8Q33iTjhzmE9umLnUZFRr6Ri+k6mvlen4xyKS2fKxkFqFUKegV7o1aXu7tYpWhbz4WI5DxOJ+Rybyu/Erf57WA0l9MLcHfQ0L+ZF0sOx/LaqjM08dbS2Mvxjp4/IauQ3Vf7VT7cqV7xMflQx/qMauPHhg0bsLOxFsdpGUkmEwmvv445JQVNgwb4ffopKs0tUlUF4Q6V9f20LNuWosjr1iRJQq/XExQUhLe393VplwaDgX/++ac4gNiuXTvUavV12yQmJnLmzJnibbp06UJ2djaHDx8u3ubQoUNkZ2cXbyMIgiAI5eF2dcJ0Rr4BkDPnbVrIgcXCsJLLpv6reLK0b+3Mkq8pJKORpHffLQ4w2nXqhNO9g9Hedx/OYx7GZdw4HAcPwiY0FJXr1SmbCgVOQ4fS4O/1+H7ycakDjIIgCELtpR0xAod+fcFsJnveXDoFye8ZJU2Z3nFenirdMcgVB+uaFWAEefgLyH0ZS5Kep+fb7XKrkFcHNuWDES3o3MCVfIOZpxYeI7vwznr7rTwWhyRB5wauBLnb39G+hGuyVq6k4PBhlHZ2+M/6DpWDQ3UvSRDKrUy/Od966y0GDx5MQEAAubm5LF26lF27drFp0yYUCgVTp07lk08+oXHjxjRu3JhPPvkEOzs7xo4dC4BWq+XJJ5/k5Zdfxs3NDVdXV1555RVCQ0OLp02HhIQwaNAgJk2axNy5cwF46qmnGDp0qJgsLQiCINyRoiBjev61QWG2LUPJ37sXXdiZUu0jvAyTpYXyMefmEv/ii+TvPyA3Pn/zTVzHPXrLx1gKCpCMRlRabRWtUhAEQbgbKBQKPJ5/gbxt28ndvJl+XUawE9h7IY1JPa+feLwrQg4y9mlac6ZK/1ubQLkaMCw+G5PZgpXq+pyhmVsjydWZaO7rxAPtAlApFcwe25bh3+/jUlo+Ly49wfzHO6AqxyAYi0Vi2ZFYAB7uEHjnL0Yolr1+PQDuz07BumHDal6NINyZMmUyJicnM27cOJo2bUrfvn05dOgQmzZton///gC89tprTJ06lSlTptC+fXvi4+PZsmULjo7X0rK//vprRo4cyejRo+nWrRt2dnasW7cOlera5KnFixcTGhrKgAEDGDBgAC1btmThwoUV9JIFQRCEusrVQW6rkZ5nKL7PpkUoULpMxuwCI/FZhYAIMlYWY3w8l8eMIX//ARR2dvjP/v62AUYApZ2dCDAKgiAIJbJp2gTH/v1Akmi7508ADl/KwGC6NhAlX2/iUHQGAH2Ca2aQsaGHAw7WVhQYzEQm5133vfDEHJYejgHgvWHNiwOJbg7WzB3XDmsrJbsiUvnxn4vleu59F9OIzyrE0caKQS287+yFCMWMKSkUHjsOgNPgwdW8GkG4c2XKZJw/f/4tv69QKJg+fTrTp0+/6TY2NjbMmjWLWbNm3XQbV1dXFi1aVJalCYIgCMJtuRdnMl4LMhb1YTRcjMacl4/K4eblP+euZjH6OduitRX9hiqaOSeHKxMmYLwSg5WnJwE/zsGmWbPqXpYgCIJQC7hPnkzu1m2wYysthnbgjNGZEzGZdGrgRlaBgTm7LmIwWwh0taNBDS0FVikVtArQsu9COidjs4pbt0iSxIfrz2GRYEioDx2vloQXaeGn5d1hzXh7zRn+OhnPs30alfm5l17NYryvjR82atVtthZKK3fLVpAkbFq1RO3rW93LEYQ7dsc9GQVBEAThbuHqcH1PRgArDw+sfHxAktCdPXvLxxeVSot+jBVPslhIeO11OcDo60P95ctEgFEQBEGoMDbNmuHQuzdYLDx5ZTcAy47G8saq03SesZ25u6MBGNnGr0ZP9S3qyzh93Vl6fbGTB3/cz/hfj7D/YjoaKyVvDA4u8XH9QuQhqhdS8igwmMr0nBn5BraelYezPtQhoPyLF26Qu2kTAE4DB1XzSgShYtS8braCIAiCUEnc7OVy6cwCA2aLVFxKZBsaSm5iIrozYdh36ljiY80WiU1nkwBRKl0Z0n78kbxdu1BoNPh/Nwu1tyjFEgRBECqW+5TJ5O3aRdOwvXh7dmP18WvfC/FxYnzXejzQrvqCaLqISPJ2bEcyGpHMFrCYkSwWbEKa4TTkXhQKBYOa+/DL3ssUGs1cSS/gSnpB8eMn9QgiwNWuxH17Odng4WhNaq6e8MQc2tVzLXG7kqw5EY/BbCHUT0tzX9GapKIYU1IoOHYMAKeBA6p5NYJQMUSQURAEQagzXOzkEmdJkgON7ld7NNqEtiB3yxYKT4fd9LHfbovk8KUMbNUqRrYW5SwVKe+ff0ib9T0A3tOnY9uieTWvSBAEQaiNbFu2xL5HD/L37OGRizv5tvWDDGrhzeNd69O+nku1ZTBKRiNpc+eR9uOPYCo5yzBn3Tp8PvmYUH83Trzbn6RsHal5elJy9KTk6gB4pFO9Wz5PqJ+WHedTCIvLLnWQUZIklh2Rez2KLMaKlbv1X6XSfn7VvRxBqBAiyCgIgiDUGVYqJS52ajILjKTnXQsy2oa2BEAXVnKQccf5ZL7bcQGAGaNCaeDhUDULrgMMMTHEv/oaSBLOYx7GedR91b0kQRAEoRZznzyZ/D176HflKKO/fRevxkHVuh5dRCQJb76B/lw4APbduqGpVw9UKhRKJRaDnuxVq8n75x+ih4/Ad8YnOPTsSX13e+qXsXdki6IgY3xOqR9zOi6byOQ8bNRKhouLrBUqd9NmQJRKC7WLCDIKgiAIdYqbg7UcZMzXA44A2LRoDgoFxoQEDDExaAIDi7ePzShg6tKTADzWpR4j24grzRXFUlhI3PMvYMnJwbZVK7zffLO6lyQIgiDUcnZt22DXpTMFBw5iWfwb3GJoaWWSzGbSf/qZ1NmzwWhEpdXi9e7/cLr33hsyKl0eHkPCK6+gj4oi9qmncXnkETxffQWljU2ZnjPUTy51PpuQXerHHLuSCUD3Ru442YihdxXFlJpKwdGjgCiVFmoXMfhFEARBqFNciyZM510b/qJycMC+WzcAspYvL75fZzTzzKJj5OhMtA5w5u0hIVW72Fou47ff0UdEoHJzw++7b1FoNNW9JEEQBKEO8JgyBYCslavQR0VV+fNbdDriXniR1G++AaMRh759abB+HdohQ0os2bZp2oT6K5bjMm4cAJmLF3NxwEAyFi3GoteX+nmLgoxRKXnojOZSPSYiKRcQ/agrWk5RqXRLUSot1C4iyCgIgiDUKe4lTJgGcBnzMCB/4Cg6YZ++9ixnE3JwsVPzwyNtsbZSVe1iazFJkshavRoAz5dfRu3lVc0rEgRBEOoKuw4dcOjbF0wmkt7/AEmSquy5zVlZxDwxgbzt21FoNPjMmIH/97Ow8vC45eOUNjZ4v/0WAT/Nw8rHB1NKCskffcTF/gNKHWz0crLG3cEas0XiXGLpSqbPJ8tBxqbejqXaXiida6XSA6t5JYJQsUS5tCAIglCnXMtkvP5k3KFXL/mkPTGR3M2bOd+iG0uPxKJQwHdj2uDrbFsdy621Co8exRgTg9LODqdB4gRbEARBqFreb73JxX37KDh6lJx169AOH17pz2lMSCBm0lMYLl5E6eREwA+zsWvfvkz7cOjRg4abN5G9ejVpP87FlJRE8kcfkfb996j9/VE5Oxff1L6+2LYMxaZZM5R2digUCkL9nNgZkcqZ+GzaBrrc8rksFomoq0HGYBFkrDCmtLTiUmlHEWQUahkRZBQEQRDqFDd7edhL+n8yGRVWVriMfpDUb78j848lHH26GQD3tvChR+NbZxcIZZe1Ss5idLx3MEo7u2pejSAIglDXqP38cJ8yhdSvviL5s89x6N0blVPllQTrIiKJnTQJU0oKVt7eBP40D+vGjcu1L6VGg8vDD6MdNYrsVatImzsPU1IS5qysmzxAiXWjRti0DKVzk97sBMLibt+XMTazgAKDGY2VkvpuZRsyI9xc7tatYLFgExqKxl+USgu1iwgyCoIgCHWKm8ONPRmLOD/wAKmzf6Dw5EmST4QBGkL9tVW8wtrPnJdPzma5TMh51P3VvBpBEAShrnIb/zjZf/6JITqa1G++xfvd/1XK8xSePUvMExOw5ORg3bgRAfPmofbxueP9KjUaXMaMQXv//ejPncOUkYk5K6v4ZrgUTeHpMEzJyegjI9FHRtLNZReOXV4gLP72QcbzV/sxNvJwwEolOq1VlJyiUmlRySHUQiLIKAiCINQpRZmM/+3JCGDl4YFj/37kbtyE/+6NEDxCNDqvBLmbNyEVFqIJCsK2TevqXo4gCIJQRyk0GrzffZeY8ePJXLIE7ahR2LZoXqHPoYuMJPbJiVhycrBt04aAH+eg0lbsBUylRoNt69Y3/b4xORldWBgpM7/CcOkSz59cxWfWj6EzmrFR37zfdNHQF1EqXXEMcfEUHDkCiFJpoXYSlyMEQRCEOqWoJ2NafskN0l3GjAGgfdQh7Iw6mokgY4UrKpXWjrqvxCmagiAIglBV7Dt3wmnYMJAkkt5/H8lcuqnLpaGPvkTMExMwZ2Vh07IlAT/Nq/AAY2movbxw7NcP3y++ACsreiScpveVo4TfZvhLUZBRDH2pOKnffQsWC3ZdOqPx96/u5QhChRNBRkEQBKFOcb9FuTTIEyct9YKwNRsYnnIKD0frqlxerae/dInC48dBpUI7YkR1L0cQBEEQ8HrtVZQODujCwkie8SmWwsI73qchNpaYJ57AnJ6OdUgIgT/NQ+XgUAGrLT/bFs3xeO5ZAKacXkPkqchbbn8+SQ5CiiBjxdCFh5Ozbj0Ani+/Us2rEYTKIYKMgiAIQp1SlMmYXWjEaLbc8H2FQkF8j8EA3Bu9D0mSqnR9tV326jUAOHTvjtrTs5pXIwiCIAhyuxTPV+SgT+aiRUQPG07enj3l3p8xIYGYx8djSk5G06ghgfN/rpYMxpK4TZpERlAIdiY9nt/PuGnmps5o5nJ6AQDB3qKqoyKkfDkTJAmne++t8LJ8QagpRJBREARBqFOc7TQor1boZpbQlxHgQKOO6FRqPNITKDx6tApXV7tJJhPZf/0FgPb+UdW8GkEQBEG4xuXhh/Cf/T1WPj4Y4+KInfQUcS+9hDElpdT7kCSJ7PV/c2nU/RgTEtDUq0e9X3/FytW1EldeNgqVisJX/keBlTXeVyJIn/9LidtdSMnDbJHQ2qrxchJVHXcqf/9+8vftA7Uaj5emVvdyBKHSiCCjIAiCUKeolApc7K6WTN8kyHgqw8SOgHYAZCxcVGVrq+3y9+3DlJKCysUFx969q3s5giAIgnAdx759abh+Ha7jx4NKRe7GTUQPvpeUb7/FnJV1y8caU1KIe+55El55BXNWFtbBwQQu+BUrD48qWXtZhLQL5sdQuWVJ6nffoTt//oZt/t2PUfRPvjOSxULyl18C4PLww2gCAqp5RYJQeUSQURAEQahz3G7Rl9FikTiflMvaBt1AoSB3yxYKw85U9RJrpayrpdLa4cNQaDTVvBpBEARBuJHS3h6vN14naOUKbFq2xJKfT/qcH7nQtx8p33xzXbBRMpsxJqeQtWq1XGK9fTuo1bg//xxBK5aj9vGpvhdyC75aG46FdGOfTwswmUj+6OMb2sNEJIvJ0hUl5+8N6M+Fo3RwwH3yM9W9HEGoVFbVvQBBEARBqGpFfRnTS5gwfSWjgAKDmSRXPxyHDSN37VpSZs4k8NdfxJX8O6C/dIncHTsA0I4SpdKCIAhCzWYTEkL9pUvI3baNtNk/oI+IIP3HuWQuXIR1cDCmxES5lNpkuvaYZs3wmfEJNk2bVuPKb0+hUNDC35kfQ0fSJT2KgqNHyd28BadBA4u3OS8mS1cIi8FA6jffAOA2cWKNKp0XhMogMhkFQRCEOsfP2Q6Acwk5N3wvPPHaJEXPF15AoVZTcPAg+Xv3VekaaxNLQQHxL7wIRiP2XbvU+A9fgiAIggCgUCpxGjCAoDWr8Zv1HdYhIVjy8yk8dgxjQoIcYFSpUPv64vHSS9RftvSueY8L9XMizc6Z092HAZDyxRdY9NcuvkZcnSwthr6UnyRJpM+dhzE+HitPT1wff6y6lyQIlU5kMgqCIAh1zj3Bnqw6Hsfms0m8MTj4ugzFosBjiLcTGn8/XB55hIwFC0iZORP7bl1RKMX1ubKQJInE6dPRR0Wh8nDH97PPqntJgiAIglAmCqUSp/79cezXj4IDBzBlZqL28UXt442VhwcKq7vvY3WonzztelnDXrQ/txdjfDwZvy7A/ZmnySowkJwjBxxFJmP56M6dI+njTyg8dgwA9+efQ2lrW82rEoTKJz4pCYIgCHVO76YeaKyUXE4vIDI577rvFWUyNvOVr9y7Pf0USkdH9OfPk7N+fZWv9W6XtWwZOWvXgUqF/1df1cgG+IIgCIJQGgqFAvuuXdEOGYJd2zaofXzuygAjQIurQcazGQZcX3oJgLR58zAmpxSXSvu72OJgfXe+vupiyswk8b3pXLr/AQqPHUNha4vHSy/h/MAD1b00QagSIsgoCIIg1Dn21lb0aOQOwOazSdd979zVIGOIjxxktHJxwW3SJABSv/n2ulIi4dYKw86Q/PEnAHhOewm7Dh2qeUWCIAiCIAD4OdviYqfGaJaIb9sD29atkQoKSP366+LJ0mLoS+lIFgsFR4+S9MEHXBw4iKxly0CScLr3Xhpu+Bv3p58Sfb2FOkNclhAEQRDqpIHNvdl+PoXNZ5N4oW9jALIKDCRm6wAI9rl2Yu067lEyFy/GmJBA5pIluI0fXx1LrhaSyYQxIQGLToek1yPp9XKg1WK5uoUCFAoUSgUKGxuUtrYobW2RJIn4F19EMhpx6NcX1wkTqvV1CIIgCIJwjUKhoIWflj1RaWwLT2Hy229x+cHRZP/5J6m+HQFNjSiVliQJqaAAi8GAyt4ehUZT3UsqVnj2LDlr15GzaROm5OTi+62Dg/F++y1xcVWok0SQURAEQaiT+oZ4olTA2YQcYjMKCHC1K85iDHC1xclGXbyt0tYWj+efI/Gd/5E+50ecR45E5excTSuvGua8PLKWLSfj99+vO3EuK3VgIL6ffCKu4AuCIAhCDTO6fQB7otKYuzua0S/3QjtiBNl//UWnP77F6NqYznYhZBsuYOXliZWLC0onJ1SOjihsbe/ofV0yGtGdj6Dw5EkKT53CmJCAZDIhGY1gMiIZTVgKCrDk52MpKABJKn6s0t4elVaLytkZhZ0tSIDZjCRZQAKbZiG4jBmLTdMmFfA3VDJdZCSp33xL3o4d19bl4IBjv3443TsY+27dUKhUlfb8glCTlSnIOGPGDFavXs358+extbWla9eufPbZZzT91wSt5ORkXn/9dbZs2UJWVhY9e/Zk1qxZNG7cuHgbvV7PK6+8wpIlSygsLKRv37788MMP+Pv7F2+TmZnJCy+8wNq1awEYPnw4s2bNwrmWf6gTBEEQqoabgzXt67ty+FIGW84l82T3oOKhL818bpykqB05kvRfF2C4eJFLD47G95OPa+UVamNyCpmLFpK5ZCmWPLlfpcLaGqW9vfx/a2s5i8BKJZ/YF534WyxY9DqkgkIshfJNpdXi/923qJzEZEpBEARBqGmGtvRh0cErHLqUwcd/h/PdtGnkbt2Ke1YyI7OSIXovCX+U8ECVCpWjoxx0dHBA6eSEwsEez9w8MuLjsQkIQO3ri9rbG3NuLoYrMRhjYzDExKK/eBHd2bNIOl251mzJz8eSny9P9y6B7vRpspYuw659e1wefQTHvn1RqNUlbltWhthYUmfNImfdevn8R6nEadBAnIYMwb57d5TW1hXyPIJwNytTkPGff/7h2WefpUOHDphMJt5++20GDBjAuXPnsLe3R5IkRo4ciVqt5q+//sLJyYmvvvqKfv36FW8DMHXqVNatW8fSpUtxc3Pj5ZdfZujQoRw7dgzV1Yj/2LFjiYuLY9OmTQA89dRTjBs3jnXr1lXwX4EgCIJQVw1s7s3hSxlsPpvEk92DCE+UexCFlBBkVFhZ4fv5Z8Q9/zzG2FiuPPY4ro89hsdLU1Ha2FT10iucOS+ftB9+IHPhQjmTANA0aIDbkxNwGjYMZTnKkyRJEhmMgiAIglBDKRQK3h/RnCHf7WXjmSQOdgokYO6vzPxiCZ66bJ5o6oA5ORlTcjLmnBzMublgMoHZjDkrC3NWFsZ/7c8ZyDh0qFTPrXRywrZVK2xbt8K6YSMUGg0KtRqF2gqFlRUKW1tU9vYor94U1tZYcnOLn9ecnY2lsBAUShQqJSiVSAYDORs3kbttGwVHj1Jw9ChWnp443NMH+65dse/cuVwXPvXR0WT8uoCsP/+Eq+dIjoMG4fHCC1g3CCrz/gShNitTkLEo4Ffk119/xdPTk2PHjtGzZ0+ioqI4ePAgZ86coXnz5gD88MMPeHp6smTJEiZOnEh2djbz589n4cKF9OvXD4BFixYREBDAtm3bGDhwIOHh4WzatImDBw/SqVMnAH766Se6dOlCRETEdZmTgiAIglBeA5p58eH6cxy9nEF6nr64XLqkTEYA2+bNabB2Lcmffkr2ylVk/PYbebt34/PJx9i1aVOVS68wkiSRs349KZ9/gSk1FQDbtm1xmzgRh969UCjLPyNOBBgFQRAEoWYL9nbisS71+HXfZaavPcurA5uyrkF3gr0d+d/UntdtK0kSUmEh5tw8LLk5mHNy5f/n5mHMzOD8wUPUt7fHnJSEMT4eY3IyKgcH1PUC0QQEogkMRFMvEJvQUDT165f5HEPl7HzbdjVOgwZhTEoic9kyspavwJSSQtbSZWQtXQZKJbahodh17IimYQOsg4LQBAWVGHiUJImCI0fI+OVX8nbtKr7fvnt3PKZOxbZF8zKtXRDqijvqyZidnQ2Aq6srIJdBA9j8K6NDpVKh0WjYu3cvEydO5NixYxiNRgYMGFC8ja+vLy1atGD//v0MHDiQAwcOoNVqiwOMAJ07d0ar1bJ///4Sg4x6vb74+QFycuQPikajEaPReMP2tUHR66qtr08Q7nbiGK35vB3VNPNx5FxiLutOxXMhRc5kbOxhd/Ofm7U1Hu+9h12fPqRMfx/DpUtcGTMWmzZt0D78EA79+tWopuS3oo+IIPWTGeiOHwdAHRCA+xuvY99T/lBhMpvBbK7OJVY6cZwKQs0njlNBqFzP9Qrir5PxXEzN56O/wwFo4ulQ8jGnVoOrC0pXF/4dIjQajaQ7OdG2f3/UV8uTb1XRUKnnGG5uuEyZgvPEiRTs30/BgYMUHDiA8dIlCk+dovDUqes2V7m5oXJxkbMpNRoUGjXmzCwMUVHyBgoF9r174zz+cWzbti1+vYJwtynv+2lZti93kFGSJKZNm0b37t1p0aIFAMHBwdSrV48333yTuXPnYm9vz1dffUVSUhKJiYkAJCUlodFocHFxuW5/Xl5eJCUlFW/j6el5w3N6enoWb/NfM2bM4P3337/h/i1btmBnZ1fel3lX2Lp1a3UvQRCEWxDHaM1W30rBOVTM2nIOo1mBrUri1P6dnC5FEp5yymQ81v+N04kT6K7e4h0cyO7QgayuXTDX0F6EyoIC3LdsRXvwIApJwqJWk3HPPWT26I6UlwcbNlT3EqucOE4FoeYTx6kgVJ6B3gqWXFQRl1kIgJQVx4YNsWXeT408Tlu1hFYtscrKwi4qCpvYODSpqWhSU7HKzcWcno45Pf2Gh1msrMhp347M7t0xenhAUlKdPEcSap+yHqcFBQWl3rbcQcbnnnuO06dPs3fv3uL71Go1q1at4sknn8TV1RWVSkW/fv0YPHjwbff336scJV3xuNWVkDfffJNp06YVf52Tk0NAQAADBgzAqYZ+yLtTRqORrVu30v9fV4sEQag5xDF6d2iUnMuG7w+QrpffX1oEuDJkSBkGujzwAKaUFHJWrSZ75UpIScFt5048jh/H66MPse/du3IWXg6SxULOmjWkfzcLS2YmAA4DB+L2yss08fau5tVVD3GcCkLNJ45TQah8gywS5346zKk4uVpxeK/29G7iUerH363HqSUvD8OVK1hycpGMBiSDfAOw69wZ1dWqTUGoDcp7nBZVCpdGuYKMzz//PGvXrmX37t3XTYQGaNeuHSdPniQ7OxuDwYCHhwedOnWiffv2AHh7e2MwGMjMzLwumzElJYWuXbsWb5OcnHzD86ampuLl5VXimqytrbEuYZqTWq2+q37JlUddeI2CcDcTx2jN1szPhfpudlxOl6/QNffVlvnnpfbzw/aF5/GcMpncnTtJmzMH/blwEp9/AZfHxuH5yivlGpxSkQpPnybpw4/QhYUBoGnUEO933sG+c+dqXVdNIY5TQaj5xHEqCJXrw5EtGDF7HwCh/q7lOt7uuuPUxQXr/1RZCkJtV9bjtCzblqnTqiRJPPfcc6xevZodO3YQFHTzSUparRYPDw+ioqI4evQoI0aMAOQgpFqtvi49MzExkTNnzhQHGbt06UJ2djaHDx8u3ubQoUNkZ2cXbyMIgiAIFUGhUDCw+bUsvpsNfSnVvqyscOrfn6ClS3F9/HEAMn9fyJWHx2C4fPlOl1oupvR0Et55h8ujH0IXFobS3h7PN16nwZo1IsAoCIIgCEKxlv7OzHmkHd881Bpvrc3tHyAIgvAfZcpkfPbZZ/njjz/466+/cHR0LO6PqNVqsbW1BWDFihV4eHgQGBhIWFgYL774IiNHjiwe9KLVannyySd5+eWXcXNzw9XVlVdeeYXQ0NDiadMhISEMGjSISZMmMXfuXACeeuophg4dKiZLC4IgCBVuQHNv5u6OBiDkDoKMRRQaDV5vvoFd504kvvkWunPnuDTqflwefRSXsWNQV0FpsmQykblkKanffYclVx5oox0xAs9XXsbKo/TlT4IgCIIg1B2DWtTN9imCIFSMMgUZ58yZA0Dv//SX+vXXXxk/fjwgZyVOmzaN5ORkfHx8eOyxx/jf//533fZff/01VlZWjB49msLCQvr27cuCBQtQqVTF2yxevJgXXnihODg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      "text/plain": [
       "<Figure size 1600x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 计算布林通道\n",
    "# 拷贝一份数据出来\n",
    "data_copy1 = stock_zh_index_daily_df[['close','date']].copy()\n",
    "# 直接调用包计算布林通道\n",
    "data_copy1['upper'],data_copy1['middle'],data_copy1['lower'] = ta.BBANDS(\n",
    "                                stock_zh_index_daily_df['close'].values,\n",
    "                                timeperiod=20,\n",
    "                                nbdevup = 2,\n",
    "                                nbdevdn = 2,\n",
    "                                matype = 0\n",
    "                               )\n",
    "# 对收盘价和布林通道进行展示\n",
    "data_copy1[['close','middle','upper', 'lower']].plot(figsize=(16,4),grid = True)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8305f835",
   "metadata": {},
   "source": [
    "用talib 计算指标非常方便，这还远不是它功能的全部，包括动量、形态等指标都支持，在后续用到的时候再进行补充。"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
